{"id":"W1554662256","doi":"10.21891/jeseh.99647","title":"Exploring Secondary Students’ Conceptions about Fire Using a Two-Tier, True/False, Easy-to-Use Diagnostic Test","year":2015,"lang":"en","type":"article","venue":"Journal of Education in Science Environment and Health","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Test (biology); Certainty; Process (computing); Mathematics education; Psychology; Computer science; Diagnostic test; Epistemology; Medicine","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":[0.005840353,0.00009189917,0.0001756105,0.0004063028,0.0008381852,0.0002966617,0.0004199602,0.00002413025,0.0001255947],"category_scores_gemma":[0.00243779,0.00008803487,0.00002624889,0.0007246127,0.0006598336,0.002042494,0.00005666501,0.0002271019,0.0000184724],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194983,"about_ca_system_score_gemma":0.008969736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564147,"about_ca_topic_score_gemma":0.0003913159,"domain_scores_codex":[0.9976972,0.0001785382,0.0004967129,0.0002297719,0.001013632,0.000384106],"domain_scores_gemma":[0.997923,0.0004915792,0.0003636398,0.0001418708,0.0001215671,0.0009583742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003910236,0.0003628279,0.8752512,0.000004222885,0.000001217352,6.564431e-7,0.09381603,0.0003173132,0.00004857879,0.0007911138,0.0008296972,0.02857323],"study_design_scores_gemma":[0.0003032655,0.000154918,0.8590483,0.0001087995,0.00000429068,0.000008769836,0.09947752,0.0000361552,0.000006350964,0.0003543884,0.0403867,0.0001105487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988639,0.0006686032,0.0001274076,0.007660926,0.002322436,0.0002596688,0.000001747631,0.000004816884,0.0003154142],"genre_scores_gemma":[0.9929491,0.002199414,0.002504892,0.001428144,0.0004647586,0.00001505851,5.415039e-7,0.000005159392,0.0004329697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.039557,"threshold_uncertainty_score":0.9966485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3408386452517786,"score_gpt":0.4846632228788836,"score_spread":0.1438245776271049,"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."}}