{"id":"W7014302003","doi":"","title":"Outsulation/Exsulation 2000/Exsulation MD/Infinity PE/Infinity MD","year":2000,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Selection (genetic algorithm)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001514295,0.000723989,0.0005339949,0.001400098,0.001617138,0.001868599,0.001227581,0.001998047,0.518889],"category_scores_gemma":[0.00597855,0.000382394,0.0004319647,0.0003908931,0.0005654925,0.001022902,0.001605639,0.001823752,0.3376791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007305277,"about_ca_system_score_gemma":0.002258786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242117,"about_ca_topic_score_gemma":0.00623373,"domain_scores_codex":[0.9984937,0.000172643,0.00006211765,0.00009801469,0.0008920634,0.0002815149],"domain_scores_gemma":[0.9940161,0.0006718793,0.0001734805,0.0008804935,0.002552178,0.001705952],"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":[0.0006733033,0.0005704812,0.001780247,0.0001574469,0.000009193671,0.0005805137,0.00007160601,0.00008338309,0.003699739,0.004322647,0.8474621,0.1405892],"study_design_scores_gemma":[0.0000941187,0.0001816129,0.004581466,0.00005846739,0.000006366898,0.0005101375,0.00008771095,0.0005413516,0.007849769,0.001057085,0.9850133,0.00001856088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008812404,0.0003948344,0.003281192,0.004954988,0.005035593,0.0007807131,0.003498589,0.003281506,0.9699602],"genre_scores_gemma":[0.01216875,0.0001396932,0.001197686,0.0004924554,0.0004356843,0.00009554544,0.002128056,0.0006687475,0.9826734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.481111,"threshold_uncertainty_score":0.6862465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06866799396214848,"score_gpt":0.3210340286429943,"score_spread":0.2523660346808458,"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."}}