{"id":"W4398917605","doi":"10.7910/dvn/v1rjpf/jjt5im","title":"iqa20150724_03.txt.gz","year":2020,"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":"Physics","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":[0.001634494,0.003554779,0.002454218,0.005453072,0.001481886,0.005622494,0.00520875,0.004026742,0.3099433],"category_scores_gemma":[0.01127149,0.001244738,0.002159403,0.009784287,0.0009382889,0.003270481,0.004233897,0.002652604,0.3547184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002456922,"about_ca_system_score_gemma":0.002936922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03427893,"about_ca_topic_score_gemma":0.05128962,"domain_scores_codex":[0.998575,0.0002912634,0.0001406145,0.0004470857,0.0002536956,0.0002924726],"domain_scores_gemma":[0.996247,0.001161347,0.0003105024,0.0009249036,0.0009182492,0.0004380889],"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":[0.00003185553,0.000008058127,0.0001663022,0.0004984614,0.00002038894,0.000006692831,0.00001476012,0.0001152467,0.00003882436,0.0003583168,0.998067,0.0006741427],"study_design_scores_gemma":[0.0003369693,0.00002002227,0.001322191,0.0004259737,0.00003482188,0.00002855312,0.00007908258,0.000302102,0.0002215457,0.002281085,0.9949098,0.00003777213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000278829,0.00005001753,0.00003018378,0.00008212435,0.00002974528,0.000005511436,0.9987232,0.0004146773,0.0006365709],"genre_scores_gemma":[0.0002183553,0.00006368298,0.000147761,0.0001004787,0.00001539788,0.00005439369,0.9983889,0.000215623,0.0007954465],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6900567,"threshold_uncertainty_score":0.9842821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626901519736277,"score_gpt":0.2574155534201433,"score_spread":0.2311465382227806,"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."}}