{"id":"W4393621473","doi":"10.5281/zenodo.4762231","title":"Supporting information","year":2021,"lang":"en","type":"dataset","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007218301,0.0006291972,0.0007555159,0.0009191105,0.0001667505,0.0003602368,0.0007587725,0.001705897,0.0006009507],"category_scores_gemma":[0.00107592,0.0007551857,0.0002368741,0.0007714106,0.00005838064,0.0007306818,0.0003302449,0.001709585,0.0002030347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143273,"about_ca_system_score_gemma":0.000850606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956974,"about_ca_topic_score_gemma":0.003041697,"domain_scores_codex":[0.9967215,0.0001118774,0.001105415,0.0003349559,0.0003998288,0.001326429],"domain_scores_gemma":[0.997651,0.0001712435,0.0003577491,0.001277813,0.0002154813,0.00032668],"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":[0.00001153339,0.00003075821,0.0000457548,0.0003035351,0.00009603027,0.0002322937,0.00002616949,0.03135556,0.00001949237,0.00008228298,0.9630024,0.00479413],"study_design_scores_gemma":[0.0003358351,0.000048639,0.0001247526,0.00007526494,0.00008527358,0.0001834148,0.0001934312,0.03180476,0.0003244017,0.0001276147,0.9660195,0.0006771787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004607352,0.0009387662,0.02049693,0.0005897926,0.001327533,0.001045358,0.9730685,0.001657681,0.0004146739],"genre_scores_gemma":[0.0005593346,0.0005530665,0.004190559,0.001427668,0.0004642205,0.0008361099,0.9916224,0.0001011419,0.0002455246],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01855384,"threshold_uncertainty_score":0.9995901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00781788666004,"score_gpt":0.2292393724039623,"score_spread":0.2214214857439223,"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."}}