{"id":"W4403734158","doi":"10.69564/able.en.23009.handshakes","title":"1,001 handshakes","year":2023,"lang":"en","type":"article","venue":".able.","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001429656,0.00006215942,0.00008865327,0.00008192421,0.0002050706,0.00004241764,0.0004656462,0.00005570655,0.00003624863],"category_scores_gemma":[0.00003057522,0.0000524613,0.00002435835,0.0005006627,0.00005038591,0.0001126744,0.0002780076,0.00008068401,0.001179965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007290357,"about_ca_system_score_gemma":0.00001298422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001411827,"about_ca_topic_score_gemma":0.00002778726,"domain_scores_codex":[0.9994047,0.00001150345,0.00007541681,0.0001894841,0.0000951004,0.0002237372],"domain_scores_gemma":[0.999545,0.00005272255,0.0000182088,0.0003394393,0.00002145505,0.00002311952],"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":[0.000001967855,0.00003662211,0.00246835,0.00001473144,0.00004110158,0.00008756285,0.001548721,0.00001684164,0.0002157471,0.4278159,0.5047045,0.06304797],"study_design_scores_gemma":[0.0003641283,0.00005997507,0.01100502,0.00001327487,0.000004375941,0.00001250609,0.0001344236,0.006481082,0.000433098,0.1116798,0.8695951,0.0002171382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4537289,0.002315542,0.148515,0.03731949,0.006438971,0.0005014637,0.00001544982,0.01438235,0.3367828],"genre_scores_gemma":[0.9648377,0.0001006114,0.002694466,0.0006911905,0.00008674316,0.00003020209,0.000003061565,0.000006196112,0.03154978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5111089,"threshold_uncertainty_score":0.9995977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439390624808365,"score_gpt":0.243126837090164,"score_spread":0.2187329308420804,"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."}}