{"id":"W4385592983","doi":"10.59962/9780774837958-003","title":"Acknowledgments","year":2018,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Federation for the Humanities and Social Sciences; King's University College","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001768256,0.00006838833,0.0002457753,0.00001872347,0.0006023451,0.0000721654,0.0006575335,0.0002535805,0.002550967],"category_scores_gemma":[0.00002049274,0.0001796586,0.0001194728,0.000005255186,0.001097962,0.00004650947,0.0003774225,0.0001588899,0.00004462649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009782626,"about_ca_system_score_gemma":0.0001352767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2588913,"about_ca_topic_score_gemma":0.806246,"domain_scores_codex":[0.9991139,0.00005199285,0.0001208623,0.0002169185,0.000324712,0.0001716726],"domain_scores_gemma":[0.9989488,0.00005143453,0.0002117438,0.0003215061,0.0003709152,0.00009559272],"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":[0.00001263693,0.00003010851,0.00004072136,0.00006800147,0.0002258432,0.00003809416,0.008988317,3.322709e-8,0.000001167051,0.01644744,0.8590274,0.1151203],"study_design_scores_gemma":[0.0002102923,0.00003011257,0.00006971012,0.0003173624,0.00007585502,6.394236e-7,0.0008452128,8.628766e-7,2.514664e-7,0.003292263,0.9949967,0.0001606954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003806679,0.0004646829,0.000006477554,0.00001858805,0.0002602381,0.0002898805,0.0001241833,0.00004981712,0.9984055],"genre_scores_gemma":[0.001738669,0.002849827,0.0001520831,0.00001789426,0.0001495322,3.570676e-7,0.0000129052,0.00001306131,0.9950657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5473547,"threshold_uncertainty_score":0.9983608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253510995816265,"score_gpt":0.2291323501523638,"score_spread":0.1965972401942012,"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."}}