{"id":"W4256727486","doi":"10.22215/cjers.v2i2.2413","title":"Introduction","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of European and Russian Studies","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005398791,0.00007680332,0.0001422308,0.00005693704,0.0005668,0.00004045209,0.00009576046,0.00001122674,0.0000932889],"category_scores_gemma":[0.00003395621,0.00004177571,0.00004786539,0.00007651444,0.0003562116,0.00003091491,0.0000139349,0.0001406977,0.0000446557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003335483,"about_ca_system_score_gemma":0.00002588213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788378,"about_ca_topic_score_gemma":0.01881807,"domain_scores_codex":[0.999306,0.0001694174,0.0002168008,0.00007647552,0.00005628705,0.0001749954],"domain_scores_gemma":[0.9996006,0.0000331658,0.0001235627,0.0001067702,0.00005447966,0.00008141417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003417915,0.00001931337,0.01302998,0.00001075054,0.0005736903,0.0003747254,0.009587867,0.000006989719,0.00001048883,0.6391264,0.3318575,0.005368137],"study_design_scores_gemma":[0.0001948384,0.00006094928,0.6897197,0.000009833741,0.00004204934,0.0002254952,0.004825521,1.039221e-7,0.000001372156,0.002000297,0.3028608,0.0000590249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2666774,0.03921767,0.00001025232,0.02368522,0.00289352,0.00006781371,0.000005867968,0.000008816221,0.6674334],"genre_scores_gemma":[0.9909288,0.000124848,0.00002113469,0.0002849388,0.003084972,3.00396e-7,2.763871e-7,0.000008065444,0.005546689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7242513,"threshold_uncertainty_score":0.999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346007421136599,"score_gpt":0.2826488447184533,"score_spread":0.2491887705070873,"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."}}