{"id":"W2553880704","doi":"","title":"Canadian independent publishing : can Indies survive?","year":2006,"lang":"en","type":"article","venue":"YA Hotline","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West indies; Publishing; Political science; History; Law; Ethnology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001880227,0.0001184128,0.0001362991,0.0002520594,0.0004091883,0.0008327182,0.00016966,0.00004510698,0.001221599],"category_scores_gemma":[0.00002628902,0.0001043918,0.00005541911,0.00005811514,0.00009131843,0.0002808265,0.00003043884,0.0001800013,0.00001764481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006292483,"about_ca_system_score_gemma":0.0001375526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7930092,"about_ca_topic_score_gemma":0.9960057,"domain_scores_codex":[0.9991902,0.0000258283,0.0001797328,0.0001677897,0.0001498468,0.0002866559],"domain_scores_gemma":[0.9995375,0.00003702323,0.00005633562,0.0001455484,0.0001175787,0.0001060173],"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":[0.000007569207,0.00005052715,0.02410627,0.00001129209,0.00004605457,0.00003229997,0.01996268,0.0000165908,0.00002107293,0.8676336,0.08597976,0.002132248],"study_design_scores_gemma":[0.000318937,0.00002908775,0.01977509,0.00001467822,0.00001104987,0.000002116354,0.004963112,0.00006226092,0.00003604288,0.03181287,0.9427237,0.0002510612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7686325,0.0005477521,0.000005562481,0.01191286,0.001029508,0.0001442416,0.0003709168,0.00009436077,0.2172623],"genre_scores_gemma":[0.980493,0.00001183998,0.00001140413,0.0004490623,0.0009476169,0.000007785609,0.0001291488,0.00001697466,0.01793314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8567439,"threshold_uncertainty_score":0.9996914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598369575322683,"score_gpt":0.1845705889418423,"score_spread":0.1685868931886155,"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."}}