{"id":"W4248449770","doi":"10.22215/cjers.v3i2.2431","title":"Introduction","year":2007,"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":[0.001533523,0.00007634221,0.0001410754,0.00007483891,0.0005698724,0.00002972637,0.0001054705,0.00001293426,0.00009111618],"category_scores_gemma":[0.00008119971,0.00004155812,0.00004709842,0.00009177244,0.0003761494,0.00003070959,0.00001600281,0.0001770081,0.00004368743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003999673,"about_ca_system_score_gemma":0.00002527626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007214316,"about_ca_topic_score_gemma":0.01610282,"domain_scores_codex":[0.9992777,0.0001226724,0.000240698,0.0000763002,0.00006270081,0.0002200052],"domain_scores_gemma":[0.9994785,0.0000595664,0.0001285915,0.0001123157,0.00006336063,0.0001576401],"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":[0.0001433619,0.00003013462,0.0225727,0.00002068091,0.001753803,0.001307167,0.06838434,0.000002210083,0.00002222614,0.6775153,0.1842181,0.04403004],"study_design_scores_gemma":[0.000189818,0.00008393733,0.7027248,0.00001087569,0.00003891893,0.0003022857,0.01576717,3.572321e-8,0.000002436886,0.0006439328,0.2801778,0.00005804779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3163635,0.03365612,0.00004265132,0.01692329,0.00425224,0.00007521154,0.000003434263,0.000008765075,0.6286747],"genre_scores_gemma":[0.993744,0.0001839018,0.00003068657,0.0005196307,0.002531252,1.191332e-7,1.282665e-7,0.000008077872,0.00298217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6801521,"threshold_uncertainty_score":0.8985749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04824687378440182,"score_gpt":0.3164528289400458,"score_spread":0.2682059551556439,"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."}}