{"id":"W6931464151","doi":"10.5281/zenodo.3641514","title":"globalbioticinteractions/globalbioticinteractions v0.15.3","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Authentication (law); Identification (biology); Troubleshooting; Software; Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001809509,0.0003228757,0.0003090487,0.0003732042,0.0009926116,0.0005516381,0.001159808,0.0002530598,0.3417599],"category_scores_gemma":[0.0001727774,0.0003511452,0.0001341804,0.0005971903,0.000160027,0.0001078494,0.0007090404,0.0007218779,0.1289713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432297,"about_ca_system_score_gemma":0.000006311689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003385855,"about_ca_topic_score_gemma":0.000008870045,"domain_scores_codex":[0.997866,0.0002715185,0.0003427819,0.0007102063,0.000314073,0.0004953858],"domain_scores_gemma":[0.9984547,0.00002302275,0.0002810938,0.0007813012,0.0001846117,0.0002752245],"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":[0.00005100321,0.0001651927,0.000004419902,0.00005905624,0.0002130653,0.0000299157,0.000472006,0.000005140659,0.00006294782,0.007965876,0.9612866,0.02968477],"study_design_scores_gemma":[0.0004158735,0.000208906,0.0003175731,0.000102756,0.0000587258,0.0002474926,0.0003837081,0.00020549,0.000003652739,0.00003509788,0.9976907,0.0003300293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006767147,0.0002726005,0.002244813,0.001376379,0.001582282,0.0005112825,0.001565365,0.001950452,0.9904292],"genre_scores_gemma":[0.03603518,0.0003303521,0.00051525,0.0009546874,0.001846798,1.320065e-7,0.006696641,0.0137904,0.9398305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2127886,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384091974971485,"score_gpt":0.2975629378240151,"score_spread":0.2637220180743002,"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."}}