{"id":"W6950350892","doi":"10.5281/zenodo.8341766","title":"bird-house/birdhouse-deploy: 1.30.1","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Computer Research Institute of Montréal; Ouranos","funders":"","keywords":"Header; Relation (database); Identification (biology); Product (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001656402,0.002764209,0.00112664,0.001961549,0.001438986,0.005008205,0.003224118,0.002283428,0.6876372],"category_scores_gemma":[0.005237239,0.001590312,0.0009899574,0.001376538,0.0006559116,0.006388938,0.004039881,0.002495762,0.8114472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900707,"about_ca_system_score_gemma":0.001000257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006786318,"about_ca_topic_score_gemma":0.008437105,"domain_scores_codex":[0.9987158,0.0001052697,0.00004838379,0.000234494,0.0006974709,0.000198692],"domain_scores_gemma":[0.9966827,0.0002311714,0.00009724744,0.001061886,0.001300757,0.0006262193],"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":[0.00005041669,0.00001394854,0.00008333461,0.00008676715,0.000004900056,0.00001887205,0.00002808441,0.0000848888,0.0007574323,0.0006544474,0.967333,0.03088382],"study_design_scores_gemma":[0.00001060629,0.000009612592,0.0001453872,0.00002531127,0.000002954257,0.00003542674,0.00001138106,0.0001468889,0.001071117,0.0003963328,0.998129,0.0000159904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007548379,0.0005602047,0.02197001,0.001611519,0.002323563,0.0002950963,0.02563991,0.5328088,0.414036],"genre_scores_gemma":[0.00562048,0.0006329468,0.01505552,0.001529814,0.0004900143,0.0002678905,0.04509692,0.3835697,0.5477367],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6876372,"threshold_uncertainty_score":0.4455477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452318782590884,"score_gpt":0.2266672863343651,"score_spread":0.2021440985084563,"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."}}