{"id":"W7031754501","doi":"","title":"CCA on Paper","year":2010,"lang":"en","type":"book","venue":"E-Artexte (Artexte)","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Character (mathematics); Diversity (politics); Representation (politics); Visualization","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":["insufficient_payload"],"category_scores_codex":[0.0004580716,0.0006068664,0.0005099781,0.00009135481,0.0004467797,0.00006650977,0.0006931922,0.001251865,0.09184842],"category_scores_gemma":[0.00008356514,0.0005918561,0.0002569706,0.0001315433,0.0005571072,0.0003840512,0.0002486238,0.001578645,0.1062986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003286528,"about_ca_system_score_gemma":0.0001405576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005010544,"about_ca_topic_score_gemma":0.0009885436,"domain_scores_codex":[0.9970923,0.0001095922,0.0005110095,0.001025202,0.000601725,0.0006601932],"domain_scores_gemma":[0.9980668,0.0002332514,0.0003199808,0.001102145,0.00002088633,0.0002569103],"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":[0.00004995759,0.0001491669,0.00217771,0.00001454819,0.00004426349,0.00005110797,0.0001970451,0.00002242325,0.0002911633,0.003402954,0.9726132,0.02098652],"study_design_scores_gemma":[0.0004205633,0.0001901553,0.09342766,0.0000564303,0.00006052345,0.00001897991,0.000006855993,0.00003295319,0.00002825464,0.01372689,0.8914207,0.0006100326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01864058,0.00008547256,0.00002902582,0.002789348,0.001977926,0.0005930689,0.00003635896,0.0001936666,0.9756545],"genre_scores_gemma":[0.008625981,0.00006594831,0.0002165986,0.01229527,0.0007579966,0.00008538577,0.000175601,0.0001045722,0.9776726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09124995,"threshold_uncertainty_score":0.9996533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006488926848455814,"score_gpt":0.1988414181582894,"score_spread":0.1923524913098336,"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."}}