{"id":"W7100004839","doi":"","title":"MÉTHODES STATISTIQUES POUR L'ANALYSE ET LA CORRECTION DES","year":2014,"lang":"en","type":"article","venue":"","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Theodolite; Actuary; Sensationalism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08837611,0.002767822,0.00369495,0.006593275,0.002646595,0.01286704,0.005507119,0.004131972,0.1022611],"category_scores_gemma":[0.5167238,0.002512956,0.005224927,0.01379537,0.005274282,0.00899935,0.00569484,0.0127591,0.03402651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005007701,"about_ca_system_score_gemma":0.02672015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009489854,"about_ca_topic_score_gemma":0.0107334,"domain_scores_codex":[0.8371899,0.1031711,0.01395754,0.0143604,0.02933127,0.001989714],"domain_scores_gemma":[0.5279745,0.327271,0.01918375,0.04832986,0.07509789,0.002142991],"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":[0.0006677797,0.0001704201,0.006435536,0.005173543,0.001505277,0.0005335338,0.003887024,0.004849595,0.001391926,0.1470162,0.4265429,0.4018262],"study_design_scores_gemma":[0.0002939011,0.0003005154,0.007257015,0.00301435,0.0006425172,0.0004703099,0.001474961,0.02551786,0.004401717,0.127425,0.8288345,0.0003672976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006511029,0.004456684,0.8581669,0.03312289,0.04425756,0.002232595,0.01633666,0.0118635,0.02305225],"genre_scores_gemma":[0.066806,0.003762436,0.8072667,0.007468114,0.004205305,0.01205447,0.007970953,0.01073588,0.07973021],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1022611,"threshold_uncertainty_score":0.4673831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07682914835457477,"score_gpt":0.3715225961185679,"score_spread":0.2946934477639931,"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."}}