{"id":"W6925219523","doi":"10.17605/osf.io/4va8j","title":"Listening to trees in the forest","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Active listening; Stimulus (psychology); Set (abstract data type); Auditory perception; Perception","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004965797,0.0002937893,0.0005002045,0.0006151206,0.0004600819,0.0008899321,0.0004670866,0.00071182,0.09704802],"category_scores_gemma":[0.005633934,0.0001448306,0.0001733999,0.0007478316,0.0002760542,0.000784358,0.0009166704,0.0004384475,0.01978022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336151,"about_ca_system_score_gemma":0.0002152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147189,"about_ca_topic_score_gemma":0.001974331,"domain_scores_codex":[0.999666,0.00005365501,0.00003653333,0.00006255641,0.0001543499,0.00002691994],"domain_scores_gemma":[0.9971866,0.001661744,0.0001179727,0.0004355974,0.0004802342,0.0001178198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.006695539,0.001027758,0.01821598,0.00484934,0.0001268891,0.001588175,0.006088793,0.0006619728,0.1878159,0.004911006,0.4088652,0.3591534],"study_design_scores_gemma":[0.0007411534,0.001642961,0.4874839,0.002116767,0.0002650503,0.00355485,0.003270356,0.002352184,0.02561212,0.01496107,0.4576345,0.0003650763],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4773554,0.0029264,0.01218075,0.001528279,0.003495492,0.002385144,0.2383756,0.003139992,0.2586129],"genre_scores_gemma":[0.6485751,0.00373222,0.0292982,0.002405524,0.001158543,0.004842544,0.2275664,0.003358082,0.07906347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09704802,"threshold_uncertainty_score":0.324658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204213603028963,"score_gpt":0.2827426019836979,"score_spread":0.2207004659534083,"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."}}