{"id":"W3021028365","doi":"10.5430/jct.v9n2p20","title":"The Opinions of Science Teachers on the Weaknesses and Strengths of LGS and TEOG Systems (The Case of Kars Province)","year":2020,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Mathematics education; Psychology; Strengths and weaknesses; Process (computing); Medical education; Pedagogy; Computer science; Medicine; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002588463,0.000152918,0.0001879672,0.0008473869,0.001886565,0.001947046,0.0002838628,0.0008302658,0.001186279],"category_scores_gemma":[0.006952494,0.0001965354,0.0002104542,0.000587223,0.002465284,0.0008145048,0.001132451,0.0007662227,0.0002065505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894648,"about_ca_system_score_gemma":0.002051758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106992,"about_ca_topic_score_gemma":0.01576227,"domain_scores_codex":[0.9977747,0.000892143,0.0001729101,0.000153591,0.0005252933,0.0004813742],"domain_scores_gemma":[0.9939169,0.002153486,0.001499288,0.0001438412,0.001360793,0.0009256427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002445038,0.00008365058,0.3662061,0.000400039,0.00002761594,0.003131302,0.5866692,0.0002153105,0.009532097,0.001195282,0.001618697,0.03067613],"study_design_scores_gemma":[0.000007007728,0.0001400529,0.1479194,0.0001033125,0.00001451841,0.0007337694,0.8402979,0.0001125332,0.0006728228,0.0002006115,0.009771041,0.0000271002],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966738,0.0001022231,0.00007508851,0.0005686606,0.000008633931,0.000006336412,0.000008166556,0.000001318546,0.002555629],"genre_scores_gemma":[0.999059,0.0001368022,0.00006428203,0.0001313242,0.000005047833,0.000003812746,0.000007908374,9.696248e-7,0.0005910121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106992,"threshold_uncertainty_score":0.02127379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612790486596403,"score_gpt":0.36079182888344,"score_spread":0.334663924017476,"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."}}