{"id":"W4398859459","doi":"10.7910/dvn/v1rjpf/vtolly","title":"iqa20160603_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":"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":[0.00162386,0.003661017,0.002483853,0.005454564,0.001457724,0.005553621,0.005273446,0.004004129,0.2935835],"category_scores_gemma":[0.01098738,0.001247391,0.002212195,0.009910053,0.0009195054,0.00329478,0.004287591,0.002703744,0.352432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002410996,"about_ca_system_score_gemma":0.002911338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03466771,"about_ca_topic_score_gemma":0.0515096,"domain_scores_codex":[0.9985483,0.0002920016,0.0001432842,0.0004543864,0.0002610868,0.0003009462],"domain_scores_gemma":[0.9963432,0.001084736,0.0003035455,0.0009199279,0.0009157875,0.000432814],"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":[0.00002997288,0.000007967497,0.0001602179,0.000459938,0.00001970343,0.000006423878,0.00001399313,0.0001108774,0.00003751562,0.0003326444,0.9981619,0.0006589391],"study_design_scores_gemma":[0.0003161592,0.00001981405,0.001336422,0.00041038,0.00003458886,0.00002884462,0.00007945403,0.0003136432,0.0002358291,0.002200274,0.9949864,0.00003826743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002845652,0.00005019222,0.00003089353,0.00008108085,0.00003051864,0.00000537271,0.9987079,0.0004400053,0.0006256233],"genre_scores_gemma":[0.0002124312,0.00006110206,0.0001448289,0.00009642533,0.0000149787,0.00005128784,0.9984608,0.0002088609,0.0007493366],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7064165,"threshold_uncertainty_score":0.9821348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454532023223658,"score_gpt":0.2544716523423119,"score_spread":0.2299263321100753,"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."}}