{"id":"W2333142289","doi":"10.1097/00025572-200410000-00017","title":"A new breed of professionals","year":2004,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adventure; Mile; Archaeology; Wife; Dozen; Geography; National park; Plank; History; Cartography; Art history; Engineering; Law; Political science","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":[0.003711764,0.001195255,0.0009769775,0.002250117,0.009186425,0.01463632,0.002502301,0.006471299,0.4363296],"category_scores_gemma":[0.01206364,0.0008332808,0.0007600967,0.001437742,0.003407525,0.01876861,0.01478911,0.009066028,0.3142896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0023146,"about_ca_system_score_gemma":0.008429665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00441009,"about_ca_topic_score_gemma":0.01045819,"domain_scores_codex":[0.9943396,0.001082594,0.0001786641,0.001078915,0.001910733,0.001409465],"domain_scores_gemma":[0.9824193,0.0009354915,0.0004108493,0.000980037,0.003509416,0.01174499],"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":[0.000008270557,0.0000350483,0.0001940405,0.0000538437,0.000001695994,0.00006992489,0.0008450184,0.000007713095,0.0001184283,0.006041462,0.9588917,0.03373291],"study_design_scores_gemma":[0.000001784604,0.000006904881,0.00009727645,0.00006963567,7.450674e-7,0.0001004516,0.001061938,0.00001127202,0.00001123538,0.0008978559,0.9977363,0.000004531934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002206781,0.01080506,0.005727449,0.2276206,0.04643518,0.0002440359,0.0005409275,0.00238153,0.7040383],"genre_scores_gemma":[0.005412529,0.002588499,0.001914272,0.04691593,0.003393909,0.0001284842,0.0002362042,0.0004922229,0.938918],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4363296,"threshold_uncertainty_score":0.8040074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2547331687242935,"score_gpt":0.4881692132054881,"score_spread":0.2334360444811946,"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."}}