{"id":"W6926489983","doi":"10.22008/fk2/cs5lka/vrnr0j","title":"c50vgbw4.rtl","year":2021,"lang":"en","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apotex Pharmachem (Canada)","funders":"","keywords":"Process (computing); Identification (biology); Product (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":[0.001117247,0.004735128,0.002703232,0.004515733,0.001238244,0.003843838,0.005723638,0.004426556,0.1312476],"category_scores_gemma":[0.00601105,0.001294866,0.002200582,0.008148198,0.0008040718,0.002121747,0.002742548,0.002635785,0.2192337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875292,"about_ca_system_score_gemma":0.002546708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05327326,"about_ca_topic_score_gemma":0.07820325,"domain_scores_codex":[0.9986802,0.000209221,0.0001111589,0.0004422661,0.0002855333,0.0002716761],"domain_scores_gemma":[0.9982057,0.000478136,0.0001306643,0.0005610563,0.0003928247,0.0002317058],"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":[0.00002862096,0.00001315778,0.0001814069,0.0002835486,0.00001791462,0.000008661547,0.00001048183,0.000240167,0.00004091912,0.0001964629,0.9981907,0.000787863],"study_design_scores_gemma":[0.0004668593,0.00002348041,0.002277999,0.0002955619,0.00004187988,0.00005443663,0.00008302811,0.001413782,0.0003551783,0.001946522,0.992991,0.0000504297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006130188,0.00003660949,0.00004525906,0.00003849903,0.0000191566,0.000006114001,0.9987434,0.0006755608,0.0003742061],"genre_scores_gemma":[0.0001549098,0.00002432942,0.0001466596,0.00002391108,0.000004660236,0.00003482398,0.9991755,0.0001177588,0.0003174276],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8687524,"threshold_uncertainty_score":0.4390669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464992151777768,"score_gpt":0.278124639675189,"score_spread":0.2534747181574113,"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."}}