{"id":"W4320305767","doi":"10.1353/plc.2022.0090","title":"Deflection Mechanism #1","year":2022,"lang":"en","type":"article","venue":"Pleiades","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nothing; Art; Art history; Poetry; Visual arts; History; Literature; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002299976,0.002105405,0.001131911,0.002714241,0.002645845,0.005066306,0.004908614,0.004855382,0.6642624],"category_scores_gemma":[0.007343087,0.001389117,0.0008037002,0.001153018,0.0009935205,0.005231888,0.005304227,0.002396754,0.4017764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249382,"about_ca_system_score_gemma":0.001848175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230011,"about_ca_topic_score_gemma":0.001682379,"domain_scores_codex":[0.9971083,0.0002028693,0.0001639199,0.0005270485,0.001565138,0.0004328622],"domain_scores_gemma":[0.9942424,0.0005168376,0.0001944598,0.0009797754,0.003556888,0.0005096006],"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":[0.0005278404,0.0001254619,0.001096888,0.0005107279,0.00002146551,0.0003737789,0.0002761419,0.0003451394,0.01457063,0.0177413,0.8156679,0.1487427],"study_design_scores_gemma":[0.0000933075,0.0001586474,0.000619439,0.000176894,0.00001969206,0.000416835,0.0002046847,0.001285902,0.008549746,0.002876795,0.9855219,0.00007608016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00646586,0.00207626,0.09236576,0.007144673,0.01251445,0.002735475,0.007340379,0.07437444,0.7949827],"genre_scores_gemma":[0.0618642,0.001146231,0.01670232,0.006254895,0.00123052,0.001575468,0.004836484,0.005228643,0.9011613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6642624,"threshold_uncertainty_score":0.478889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573575208759352,"score_gpt":0.2476891686713945,"score_spread":0.231953416583801,"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."}}