{"id":"W4415304457","doi":"10.18733/cpi29783","title":"Appetite for Disruption (Image)","year":2025,"lang":"","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appetite; Lizard; Set (abstract data type)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004283238,0.0004686085,0.0002279883,0.0003290548,0.002304297,0.002418584,0.0005530706,0.001613976,0.24312],"category_scores_gemma":[0.001622108,0.0001797075,0.0004984204,0.0001560085,0.001601866,0.001757657,0.003560333,0.002912425,0.06599213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007895969,"about_ca_system_score_gemma":0.0005089847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003052196,"about_ca_topic_score_gemma":0.00612057,"domain_scores_codex":[0.9996814,0.00005394316,0.00000675447,0.00005192028,0.0001314887,0.00007460089],"domain_scores_gemma":[0.9995559,0.00005599539,0.00003639987,0.00004738464,0.0001070299,0.0001973351],"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":[0.000070644,0.0000353654,0.000289134,0.00007218023,0.000006012103,0.0004007473,0.001613468,0.000032571,0.001978088,0.01295815,0.9210238,0.06152002],"study_design_scores_gemma":[0.000006301345,0.00002022644,0.0008754023,0.00004125221,0.000002014017,0.0004235979,0.0009889296,0.00002496581,0.0001644775,0.001477033,0.9959687,0.000007176809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006631649,0.003570182,0.004910199,0.06049719,0.01121761,0.0001404319,0.0006955116,0.001581292,0.910756],"genre_scores_gemma":[0.03553877,0.001260012,0.003164046,0.01400292,0.001581887,0.0001398223,0.0002191348,0.0005960723,0.9434973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7568799,"threshold_uncertainty_score":0.8133175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.361061759068652,"score_gpt":0.4407681602166978,"score_spread":0.07970640114804589,"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."}}