{"id":"W7008717407","doi":"","title":"Conference Report: CAQD Conference 2013","year":2013,"lang":"en","type":"article","venue":"View","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership","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":[0.04927222,0.0009338867,0.001160516,0.004279017,0.009079042,0.0131444,0.004374377,0.002929725,0.242358],"category_scores_gemma":[0.06181736,0.0009618436,0.001411705,0.005466448,0.001983559,0.004581752,0.012302,0.005838424,0.06627855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01563567,"about_ca_system_score_gemma":0.05416344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03846661,"about_ca_topic_score_gemma":0.06354202,"domain_scores_codex":[0.9763126,0.008246228,0.00128622,0.00283121,0.009221678,0.002102031],"domain_scores_gemma":[0.9547623,0.005574052,0.001208126,0.004913124,0.02703692,0.006505531],"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":[0.00008139667,0.00005051399,0.000167237,0.0003779852,0.000009308224,0.00006496432,0.002626654,0.0001116628,0.0002806965,0.005904383,0.9613841,0.02894106],"study_design_scores_gemma":[0.00002516075,0.00001167553,0.0006123085,0.0003487436,0.000003792581,0.00003190302,0.002460402,0.0001027467,0.000305202,0.001782107,0.9942888,0.00002716267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01202511,0.007115044,0.06662193,0.1279699,0.05586559,0.01607062,0.09858226,0.006742533,0.6090071],"genre_scores_gemma":[0.06942938,0.004766166,0.08812857,0.01645884,0.005286378,0.03228018,0.0583278,0.01236266,0.7129601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.242358,"threshold_uncertainty_score":0.8107681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05422275967267596,"score_gpt":0.3298297843542938,"score_spread":0.2756070246816179,"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."}}