{"id":"W7001901072","doi":"","title":"Lífsglaðar í líkamsrækt","year":2007,"lang":"is","type":"dissertation","venue":"Skemman","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nunavut Arctic College","funders":"","keywords":"Object (grammar); Work (physics); Verisimilitude","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":[0.001402462,0.0008383867,0.0005665683,0.0006621217,0.005077898,0.007329263,0.001513098,0.003261451,0.3132391],"category_scores_gemma":[0.002696084,0.0005338923,0.0006109757,0.0003269201,0.002818644,0.004009912,0.005501481,0.003709797,0.1754492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004092209,"about_ca_system_score_gemma":0.003255436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965699,"about_ca_topic_score_gemma":0.04952504,"domain_scores_codex":[0.998429,0.0001947832,0.00006047183,0.0003199259,0.0006494023,0.0003463792],"domain_scores_gemma":[0.9985791,0.0001848212,0.00007628369,0.000156976,0.0006191097,0.0003836057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000206162,0.0001342773,0.001503131,0.0002296612,0.00001632547,0.0004406409,0.00342017,0.0001200348,0.004683665,0.06476905,0.8177562,0.1067208],"study_design_scores_gemma":[0.000003088933,0.00001996489,0.0006075692,0.00005843783,0.000003273618,0.00007696775,0.001013969,0.00004719797,0.0006357745,0.001295333,0.9962279,0.00001056705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004571592,0.001646256,0.002809528,0.02630845,0.005747491,0.00009360821,0.0005306378,0.000775232,0.9575172],"genre_scores_gemma":[0.01712693,0.0007008911,0.00177107,0.005448311,0.0003923403,0.00004832235,0.0002121834,0.0004153968,0.9738845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3132391,"threshold_uncertainty_score":0.9795811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006556003258329461,"score_gpt":0.3156270109981664,"score_spread":0.309071007739837,"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."}}