{"id":"W4393923451","doi":"10.5281/zenodo.10331391","title":"mikikwan by Duane Linklater","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":[0.001116218,0.002820452,0.001515627,0.003391891,0.001220138,0.005403252,0.002391849,0.001862434,0.3381246],"category_scores_gemma":[0.006663299,0.001042084,0.001251095,0.006357634,0.0004751402,0.003884,0.004521168,0.002071941,0.602989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114622,"about_ca_system_score_gemma":0.001967167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02114094,"about_ca_topic_score_gemma":0.05001247,"domain_scores_codex":[0.9988968,0.0001625621,0.00007208814,0.0003803367,0.0003229106,0.0001652084],"domain_scores_gemma":[0.9978136,0.0003662294,0.0001150632,0.0009021971,0.0005011845,0.0003017731],"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":[0.00001009425,0.000002914998,0.00008548741,0.0001073026,0.000003099355,0.000003742835,0.00000913711,0.00003306124,0.00002821378,0.0001797136,0.9978302,0.001706989],"study_design_scores_gemma":[0.00002507929,0.000002745066,0.0003767869,0.00007401701,0.000004289027,0.00001821966,0.00002624302,0.0001259172,0.0001212341,0.0005715513,0.9986436,0.00001035527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001258309,0.0002674672,0.0003867356,0.0002652458,0.0001568646,0.00002614709,0.9850734,0.004742206,0.008956185],"genre_scores_gemma":[0.0005127413,0.0002387509,0.0009536028,0.0001538123,0.0000245592,0.0001005972,0.9891436,0.00176792,0.007104537],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3381246,"threshold_uncertainty_score":0.9440849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03613003414027448,"score_gpt":0.3021326653441662,"score_spread":0.2660026312038917,"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."}}