{"id":"W4250362734","doi":"10.1163/15685241-12341472","title":"On the Other Hand","year":2020,"lang":"en","type":"article","venue":"KronoScope","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Emily Carr University of Art and Design","funders":"","keywords":"Computer science; Cognitive science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002453662,0.00002936207,0.00002816711,0.000004815668,0.0003539586,0.00009550358,0.000144532,0.00001961771,0.005190402],"category_scores_gemma":[0.0005639577,0.0000193224,0.00001445101,0.00009040669,0.0001316517,0.00008758028,0.000005300192,0.00007740877,0.001679809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009572312,"about_ca_system_score_gemma":0.0001058876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005014203,"about_ca_topic_score_gemma":0.0002905432,"domain_scores_codex":[0.9995257,0.0001461281,0.00003701348,0.00007213119,0.0001308377,0.00008818975],"domain_scores_gemma":[0.999284,0.0005696233,0.0000241715,0.00005314427,0.00001449557,0.00005452871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001833259,0.00002152969,0.0007921764,0.000002128828,0.000009102132,3.133092e-7,0.08081383,0.000003616843,0.00007751703,0.8029408,0.1141658,0.001154799],"study_design_scores_gemma":[0.00002734998,0.00002219184,0.0003937748,0.000003408712,0.000002778808,1.765526e-8,0.01147561,0.000002179668,0.0002265588,0.002604814,0.9852087,0.00003255267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05145291,0.00009612263,0.00001963504,0.5271934,0.0001781584,0.00007493346,0.000001355094,0.00001689991,0.4209666],"genre_scores_gemma":[0.9714013,0.000006796782,0.00004329079,0.02488301,0.0005398932,0.000005664119,3.854362e-7,0.000003526793,0.003116173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9199483,"threshold_uncertainty_score":0.9990975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550096134013069,"score_gpt":0.3729435402183767,"score_spread":0.2179339268170699,"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."}}