{"id":"W2258724734","doi":"","title":"A revised chemistry course for secondary schools in Nova Scotia","year":2011,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Course (navigation); Mathematics education; Chemistry; Engineering; History; Psychology; Physics; Archaeology; Aeronautics; Astronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005721012,0.0004420323,0.000547299,0.000513184,0.0005991975,0.00005875821,0.0008873381,0.0003544303,0.0009549843],"category_scores_gemma":[0.0002301133,0.0005462337,0.0003884766,0.0008450226,0.0004731609,0.0006213241,0.0003014643,0.0007071208,0.0000712562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002447657,"about_ca_system_score_gemma":0.001805301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112263,"about_ca_topic_score_gemma":0.0002454272,"domain_scores_codex":[0.9975954,0.0001959002,0.0004745384,0.0007207737,0.0004376257,0.000575786],"domain_scores_gemma":[0.9977298,0.0003022407,0.0004047859,0.0007049828,0.0004600773,0.0003980628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001601594,0.003169055,0.01008447,0.00168523,0.0005964551,0.002113252,0.001752525,0.0000492805,0.001048867,0.966505,0.009203427,0.002190862],"study_design_scores_gemma":[0.01704114,0.0008039352,0.01273423,0.002585059,0.001711312,0.0009800887,0.01594658,0.001370657,0.005880677,0.06089458,0.8757735,0.004278181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6050646,0.0001209246,0.01465388,0.0008214164,0.001187376,0.002387397,0.0001942396,0.0004853643,0.3750848],"genre_scores_gemma":[0.9028814,0.00004777678,0.05225339,0.0001751789,0.0002711868,0.000003443774,0.0002227908,0.0000652125,0.04407957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9056104,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948328743105017,"score_gpt":0.2491829730626295,"score_spread":0.2096996856315793,"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."}}