{"id":"W4398827771","doi":"10.7910/dvn/v1rjpf/bwyzkz","title":"snk20150803_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":"Environmental 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":[],"category_scores_codex":[0.001621724,0.003678269,0.002536634,0.005422449,0.001408141,0.005288872,0.004917314,0.00390862,0.2957863],"category_scores_gemma":[0.01077314,0.001259467,0.002133322,0.009339941,0.0009091066,0.00333717,0.004137197,0.002456605,0.3574697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388693,"about_ca_system_score_gemma":0.002967162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03217129,"about_ca_topic_score_gemma":0.05044911,"domain_scores_codex":[0.9985281,0.000297307,0.0001542379,0.0004582122,0.0002743003,0.0002877641],"domain_scores_gemma":[0.9962564,0.001200778,0.0003112477,0.0009109685,0.0008988815,0.0004217338],"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":[0.0000345751,0.000007428334,0.0001928279,0.0005249009,0.0000221052,0.000007970381,0.00001481886,0.0001208233,0.00003899294,0.0003448334,0.9980397,0.0006510443],"study_design_scores_gemma":[0.000312679,0.00001945325,0.001341796,0.0004282958,0.00003612649,0.00003487196,0.000076305,0.0003152489,0.000231428,0.002166939,0.9949981,0.00003877118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002881487,0.00004702133,0.00003121745,0.00007255985,0.00003049974,0.000004848701,0.998791,0.0004166805,0.0005773724],"genre_scores_gemma":[0.0002004908,0.00005659199,0.0001224582,0.00008390677,0.00001340174,0.00004592698,0.9985009,0.0002142224,0.000762057],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7042137,"threshold_uncertainty_score":0.9895038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266409686697364,"score_gpt":0.2579646388402683,"score_spread":0.2313236701705319,"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."}}