{"id":"W3188012064","doi":"","title":"Introductory Chemistry I - 1st Canadian Edition","year":2014,"lang":"en","type":"book","venue":"BCcampus eBooks","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Chemistry; Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001472792,0.0007217447,0.0005806712,0.00007706005,0.0003683254,0.00005467297,0.000716885,0.001301294,0.01239773],"category_scores_gemma":[0.00008452951,0.0008801155,0.0002580197,0.0000164832,0.0003878724,0.00004590966,0.00009372389,0.001450401,0.000515785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218289,"about_ca_system_score_gemma":0.002304105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002850408,"about_ca_topic_score_gemma":0.001330558,"domain_scores_codex":[0.9972723,0.00001153418,0.0005631082,0.00096111,0.000459363,0.0007325803],"domain_scores_gemma":[0.9974453,0.00006880923,0.0003966964,0.00132074,0.0001318926,0.0006365572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002520333,0.00003101341,0.00001188319,0.002486443,0.0001937878,0.0001304299,0.0001264413,0.000005428512,0.05705689,0.0005286465,0.9265871,0.01281676],"study_design_scores_gemma":[0.0003358147,0.000005331037,2.833591e-7,0.0004384657,0.00009605453,0.00004763919,0.00001097299,0.000002695019,0.04686553,0.001992739,0.9493668,0.0008376963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002667042,0.0003263786,0.00001364914,0.00002693476,0.001118215,0.00008849131,0.0003869153,0.000232911,0.9975398],"genre_scores_gemma":[0.001668158,0.00001105636,0.00009047976,0.0003226272,0.01039355,0.0000633991,0.002162158,0.0001805084,0.9851081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0227797,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00693312097012213,"score_gpt":0.1947816690393334,"score_spread":0.1878485480692113,"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."}}