{"id":"W7059927299","doi":"","title":"1005902.pdf","year":2004,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Administration (probate law); Mental healthcare; Health care; Work (physics); Acute care","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002503975,0.0003580432,0.000308642,0.0001786834,0.0002281415,0.0003119179,0.0008356199,0.00009029245,0.9995578],"category_scores_gemma":[0.00001247333,0.0002790219,0.0001638499,0.0002803496,0.0001551701,0.00003064746,0.0003015226,0.0003898601,0.9653466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003077689,"about_ca_system_score_gemma":0.000429419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299111,"about_ca_topic_score_gemma":0.0005062449,"domain_scores_codex":[0.9980843,0.00009591773,0.0003232675,0.000468891,0.0006025645,0.0004250717],"domain_scores_gemma":[0.9985769,0.00009545824,0.0002730169,0.0008657585,0.00006932251,0.000119528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005159777,0.00007254332,0.0001561207,0.00002052419,0.0001146059,0.000001667558,0.00002440913,0.000001613815,0.00003018398,0.006227792,0.02352529,0.9698201],"study_design_scores_gemma":[0.0005696272,0.00003017188,0.0002593292,0.00008147563,0.0000584344,7.565064e-7,0.0000842041,0.0000249338,0.00003161176,0.001021217,0.9975268,0.0003114696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001551471,0.000001481882,0.0009289999,0.002547324,0.0004091548,0.001211615,3.470023e-8,0.00008382808,0.9948021],"genre_scores_gemma":[0.0007726346,0.00001663899,0.0003800275,0.0001742916,0.001074995,0.0002489135,0.0006284221,0.0002408369,0.9964632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9740015,"threshold_uncertainty_score":0.9999662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100226782376946,"score_gpt":0.263988006542116,"score_spread":0.2539653283044214,"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."}}