{"id":"W3193773138","doi":"10.1242/jeb.242697","title":"In the field: an interview with Rohini Balakrishnan","year":2021,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Library science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01121662,0.00149794,0.002031093,0.001334952,0.02205915,0.006201189,0.003210462,0.008675703,0.006381179],"category_scores_gemma":[0.02013372,0.001831727,0.0009732358,0.00118084,0.01358232,0.01151233,0.007646764,0.02171799,0.00271702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004638065,"about_ca_system_score_gemma":0.005971892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02008859,"about_ca_topic_score_gemma":0.0268369,"domain_scores_codex":[0.9854751,0.01013123,0.0003715701,0.0008329258,0.001003561,0.002185655],"domain_scores_gemma":[0.9828998,0.007946704,0.001008239,0.0004396678,0.001716894,0.005988567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004483338,0.0002337432,0.001550071,0.0002526515,0.00001210934,0.005546103,0.9373052,0.0001010101,0.001963164,0.002080385,0.04328635,0.007624416],"study_design_scores_gemma":[0.000006149325,0.00008936049,0.0007676193,0.0002460315,0.000005324056,0.001491375,0.9494287,0.00009181384,0.0001123325,0.0003784483,0.04732051,0.00006236636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4672986,0.01694196,0.005327767,0.4412404,0.007743313,0.001204969,0.0003872752,0.0005312763,0.05932454],"genre_scores_gemma":[0.7530675,0.0123176,0.005797357,0.1911351,0.00100337,0.001082411,0.0001700102,0.0004185701,0.03500797],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02205915,"threshold_uncertainty_score":0.05931991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282234682658298,"score_gpt":0.3033302551077739,"score_spread":0.270507908281191,"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."}}