{"id":"W4398713102","doi":"10.7910/dvn/8qpl75/dqmh8m","title":"hal20170907_03.txt.gz","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.001865541,0.004696885,0.002761018,0.005978159,0.001810528,0.007020184,0.005744541,0.004832204,0.3725459],"category_scores_gemma":[0.01184502,0.00136185,0.002134677,0.01030958,0.001181864,0.003496028,0.004606508,0.002890564,0.4622693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002905284,"about_ca_system_score_gemma":0.003609077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03188956,"about_ca_topic_score_gemma":0.04969918,"domain_scores_codex":[0.9981778,0.0003918194,0.0001894031,0.0005350633,0.0003605906,0.0003453296],"domain_scores_gemma":[0.995817,0.001460798,0.0002806957,0.001067694,0.0009119198,0.0004618003],"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":[0.00002829549,0.000007635,0.0001040278,0.0005697149,0.00001725421,0.000007155707,0.00001565187,0.0001011549,0.00004113421,0.0003592496,0.9981503,0.0005983443],"study_design_scores_gemma":[0.0003170855,0.00001772055,0.0007682304,0.0004198349,0.0000267481,0.00002966698,0.00007830182,0.0002715911,0.0002433584,0.001821672,0.9959695,0.00003620396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002972183,0.00006022601,0.00003865954,0.00009366148,0.00003414065,0.000006232804,0.9984288,0.0005551074,0.0007534095],"genre_scores_gemma":[0.0002017284,0.00007444304,0.0001699939,0.0000929012,0.00001243825,0.00006893554,0.9981571,0.0003112677,0.000911125],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.627454,"threshold_uncertainty_score":0.8949871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286040721433462,"score_gpt":0.2615894662913488,"score_spread":0.2387290590770142,"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."}}