{"id":"W6948392975","doi":"10.52155/ijpsat.v43.1.5829","title":"Factors Affecting The Performance Of Senior Two Students In Chemistry In Rutsiro District Of Rwanda","year":2024,"lang":"en","type":"article","venue":"International Journal of Progressive Sciences and Technologies (Medical University Varna)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"African Centre of Excellence for Innovative Teaching and Learning Mathematics and Science, University of Rwanda; University of Rwanda","keywords":"Nonprobability sampling; Class (philosophy); Population; Chemistry education; Data collection; Value (mathematics); Simple random sample","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004665869,0.00005656463,0.0001055625,0.0000972061,0.00004164306,0.00002551321,0.0008098444,0.00004976399,0.0005540989],"category_scores_gemma":[0.0002123199,0.00003492934,0.00003953131,0.0004478565,0.001151511,0.0001926534,0.0004141303,0.0002155219,6.137422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865594,"about_ca_system_score_gemma":0.0000354184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005732285,"about_ca_topic_score_gemma":0.00004250138,"domain_scores_codex":[0.9988712,0.0000187057,0.0001710977,0.0001044309,0.0007344063,0.0001001782],"domain_scores_gemma":[0.9996139,0.0001279069,0.0001669004,0.0000399148,0.00002661932,0.00002473086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000228432,0.00009580006,0.9792402,0.00001805683,0.00001847448,0.0001326261,0.0003730866,0.00003524909,0.0008999566,0.0003102955,0.00004530231,0.01880809],"study_design_scores_gemma":[0.001024126,0.0002839536,0.9295473,0.0007411484,0.00001616442,0.0001047082,0.04894909,0.001670142,0.01604596,0.0001778209,0.001304415,0.000135241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979946,0.0002300819,0.00001412202,0.001065267,0.0001124419,0.00003850173,0.000009914798,0.000008537208,0.0005265527],"genre_scores_gemma":[0.9995534,0.0003982868,0.00002065428,0.000004127223,0.000006107648,1.22942e-7,6.86387e-7,9.768131e-7,0.00001561198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04969299,"threshold_uncertainty_score":0.6066995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709780088250883,"score_gpt":0.2913858653733518,"score_spread":0.2742880644908429,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}