{"id":"W7011605933","doi":"","title":"Nanuk Webinar Series","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003439413,0.001110671,0.0008516735,0.004676422,0.002680599,0.007084665,0.001788327,0.001464529,0.5990456],"category_scores_gemma":[0.005269223,0.0005474211,0.0005012247,0.003353857,0.0005189076,0.006211648,0.004631395,0.001663878,0.4894482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141425,"about_ca_system_score_gemma":0.002812903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004001678,"about_ca_topic_score_gemma":0.01037843,"domain_scores_codex":[0.9984512,0.0002418046,0.00008818496,0.0002272001,0.000843804,0.0001478044],"domain_scores_gemma":[0.9941157,0.0008372086,0.0002690111,0.001005194,0.002067021,0.001705872],"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":[0.00005878715,0.00007004715,0.000186666,0.000117766,0.000002880169,0.00007921954,0.0001692806,0.00006248408,0.0007443968,0.005670452,0.9330866,0.05975135],"study_design_scores_gemma":[0.000003460557,0.000007737944,0.000315038,0.00002847954,0.000001342297,0.0000442216,0.00009062829,0.0001134511,0.0003451786,0.00100643,0.9980378,0.000006255523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002716383,0.001402393,0.007516359,0.003911067,0.004092822,0.0002763562,0.01920749,0.01158879,0.9492884],"genre_scores_gemma":[0.002869772,0.0004572436,0.002153895,0.000235206,0.0003646637,0.0001090768,0.01030491,0.004152101,0.9793531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5990456,"threshold_uncertainty_score":0.5719128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379472412665561,"score_gpt":0.2605415153545348,"score_spread":0.2467467912278792,"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."}}