{"id":"W4385722359","doi":"10.59962/9780774827089","title":"Game Changer","year":2014,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001066397,0.001075152,0.0004928549,0.001458832,0.003703634,0.006103046,0.002027585,0.002338513,0.2660465],"category_scores_gemma":[0.003785594,0.0004512715,0.0006426803,0.001499821,0.002522403,0.003807086,0.00300521,0.003504456,0.08304463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00869918,"about_ca_system_score_gemma":0.004217832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06974117,"about_ca_topic_score_gemma":0.1502621,"domain_scores_codex":[0.9987895,0.0002074497,0.00003748883,0.0002210286,0.0005611066,0.0001833948],"domain_scores_gemma":[0.9989601,0.0002705126,0.00003365395,0.0001506876,0.000365614,0.0002193132],"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":[0.00003097201,0.00002444066,0.00009244858,0.00007274817,0.000003799026,0.00007407957,0.0006623055,0.0002754157,0.0002505989,0.1084172,0.8266169,0.06347918],"study_design_scores_gemma":[0.000003192985,0.000003243531,0.00005331528,0.00002221293,9.233621e-7,0.00002273269,0.0001090242,0.0001286466,0.00005541676,0.003464392,0.996133,0.000003965183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005382016,0.001350717,0.004944164,0.005954333,0.002590658,0.0001287455,0.0008177017,0.001119016,0.9825565],"genre_scores_gemma":[0.006323592,0.0008247184,0.002355984,0.001942176,0.0002115798,0.0001077026,0.0004601281,0.0004204684,0.9873536],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9302588,"threshold_uncertainty_score":0.8900142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661370689421021,"score_gpt":0.1984403731507599,"score_spread":0.1818266662565497,"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."}}