{"id":"W2790020490","doi":"10.5430/wje.v8n1p58","title":"Effective Participation and Motivation: An Investigation on Secondary School Students","year":2018,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Intrinsic motivation; Scale (ratio); Secondary education; Class (philosophy); Positive relationship; Pedagogy; Social psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005827272,0.0001044191,0.0001357479,0.000373432,0.0001223179,0.00006409852,0.0001055661,0.00005294484,0.002119125],"category_scores_gemma":[0.0001759638,0.00009618486,0.00002832798,0.0003022916,0.00009688357,0.0004641907,0.000009361312,0.000216899,0.00006889204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000844378,"about_ca_system_score_gemma":0.0001432788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001608156,"about_ca_topic_score_gemma":0.00002890144,"domain_scores_codex":[0.9987971,0.0002407527,0.0004152959,0.0001688468,0.0002632587,0.0001147835],"domain_scores_gemma":[0.9985756,0.000123667,0.0005018689,0.000166987,0.0004355549,0.0001962838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001613506,0.0005442965,0.8920839,0.00000714319,0.00004671476,0.0000011001,0.0113695,0.000004018804,0.0001953515,0.004691162,0.01045586,0.0804396],"study_design_scores_gemma":[0.0005914667,0.0006462708,0.9893953,0.00007336251,0.00002667643,0.00001126695,0.001668662,0.000002340281,0.0003631948,0.002076618,0.00505686,0.00008795686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890521,0.00006940281,0.000115173,0.0005761788,0.002439133,0.0002617654,8.318606e-7,0.00001430153,0.007471123],"genre_scores_gemma":[0.993893,0.00000367589,0.0003253598,0.001805273,0.001469747,0.00002726375,0.00001454164,0.00001247476,0.002448666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09731142,"threshold_uncertainty_score":0.9987931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470388554247591,"score_gpt":0.3709024000227184,"score_spread":0.3361985144802425,"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."}}