{"id":"W4323789718","doi":"10.33137/ic.v30i.39451","title":"Abandoned","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004062529,0.00003238189,0.00003784325,0.00006021171,0.001043631,0.00004633619,0.000179821,0.00001424117,0.01421254],"category_scores_gemma":[0.0001186685,0.00004071167,0.00002444997,0.0002443905,0.00006395114,0.0001383208,0.000008645723,0.00009863255,0.0001013996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873263,"about_ca_system_score_gemma":0.0009787047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2342149,"about_ca_topic_score_gemma":0.3408583,"domain_scores_codex":[0.9992446,0.0001625861,0.00005463164,0.0000932266,0.0002442651,0.0002006928],"domain_scores_gemma":[0.9995674,0.0001162292,0.00003080213,0.00007796141,0.00001881572,0.0001887157],"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":[0.000007334626,0.00003125798,0.007628933,0.000002812154,0.00002145376,0.00003248355,0.04917827,0.00001794697,0.00000801875,0.4003834,0.5380135,0.004674619],"study_design_scores_gemma":[0.00003879412,0.000007918224,0.001696429,5.003764e-7,0.000003669849,0.000001318048,0.03647252,0.000001003775,0.000001512656,0.001151485,0.9605663,0.00005851705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04941504,0.000512134,0.00000138218,0.1355824,0.001287628,0.0001174487,0.00004985115,0.00003732281,0.8129968],"genre_scores_gemma":[0.946919,0.000004238522,0.00003275514,0.003372817,0.0002588909,0.0000251212,0.00001093742,0.000004719844,0.04937158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8975039,"threshold_uncertainty_score":0.9866886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525936965194462,"score_gpt":0.3358572159793314,"score_spread":0.2905978463273868,"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."}}