{"id":"W4237553747","doi":"10.29173/cmplct8831","title":"Craig Newell","year":2009,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Psychology; Psychoanalysis","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":["insufficient_payload"],"category_scores_codex":[0.001655917,0.0005975549,0.0003780821,0.001266861,0.004156719,0.005166635,0.00115653,0.001873346,0.299774],"category_scores_gemma":[0.005848494,0.0005767442,0.0003462162,0.0007399361,0.001344897,0.004031679,0.003463662,0.003448604,0.08586968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003095312,"about_ca_system_score_gemma":0.006632057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02688984,"about_ca_topic_score_gemma":0.09395157,"domain_scores_codex":[0.998513,0.00015618,0.00004083918,0.0003212639,0.0007933301,0.0001753242],"domain_scores_gemma":[0.9961275,0.0004932338,0.0001108707,0.0002276582,0.001885894,0.001154744],"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":[0.00001529482,0.00001148218,0.0001038003,0.00004686915,0.000001251168,0.00004589643,0.000297594,0.00002927829,0.0002275205,0.01194412,0.9420626,0.04521427],"study_design_scores_gemma":[0.000001395858,0.000002091626,0.00006562896,0.0000332377,6.258567e-7,0.00002436569,0.0001633044,0.000009710432,0.00005414872,0.0006249338,0.9990174,0.000003205742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001288598,0.01766601,0.004862646,0.1013338,0.02355517,0.0001017799,0.0005684657,0.0009390452,0.8496846],"genre_scores_gemma":[0.002489414,0.002851041,0.00074184,0.004603871,0.0004358205,0.00002375917,0.00008765793,0.0001424202,0.9886242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.700226,"threshold_uncertainty_score":0.9987874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06687625233460223,"score_gpt":0.3463649105821564,"score_spread":0.2794886582475542,"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."}}