{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002650054,0.00005693153,0.0001403707,0.00003820449,0.0008776232,0.00008056997,0.0002051176,0.00002138133,0.000002678732],"category_scores_gemma":[0.000842256,0.00002590553,0.00003210933,0.0001172255,0.001024858,0.0001907101,0.00004104376,0.000235431,3.897316e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000132969,"about_ca_system_score_gemma":0.0003596879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673544,"about_ca_topic_score_gemma":0.0002299402,"domain_scores_codex":[0.9989483,0.0002917098,0.0002855126,0.00007215997,0.0002986124,0.0001037263],"domain_scores_gemma":[0.9980375,0.001216988,0.0004839505,0.00005926652,0.0001279859,0.0000743467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002487512,0.0002212879,0.1398344,0.0001423995,0.0001084032,0.00001074672,0.1464845,0.0000694031,0.001056399,0.6753507,0.001233464,0.03546344],"study_design_scores_gemma":[0.0004300458,0.0005523022,0.02308803,0.0004527423,0.000129812,0.0001744026,0.9533033,0.0008766148,0.0001517097,0.001653464,0.01903839,0.0001491382],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870249,0.001083507,0.00001419409,0.0102215,0.0001674619,0.0001128492,0.000003715666,0.000001490883,0.001370401],"genre_scores_gemma":[0.9994699,0.0002775013,0.00004070689,0.00002616564,0.0001576391,0.000001021591,1.153521e-7,0.000002153605,0.00002483716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8068188,"threshold_uncertainty_score":0.6750057,"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."}}