{"id":"W4239764672","doi":"10.1007/978-1-60327-908-6_1","title":"Beginnings","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Career path; Medical education; Psychology; Medicine; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.000597966,0.0006586174,0.0003923611,0.001407042,0.002817244,0.004448705,0.001085901,0.001426956,0.3052284],"category_scores_gemma":[0.001897731,0.0002655959,0.0003533116,0.001027594,0.001308019,0.004253383,0.002881622,0.002562633,0.1847208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377526,"about_ca_system_score_gemma":0.002203301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772927,"about_ca_topic_score_gemma":0.01291452,"domain_scores_codex":[0.9995019,0.00009106609,0.00001485953,0.00008803008,0.0002270517,0.00007701383],"domain_scores_gemma":[0.999481,0.00008453637,0.0000154062,0.00006577888,0.0002359855,0.0001173387],"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":[0.00001388838,0.00002547006,0.00008746991,0.00007298187,0.000001103245,0.00004739294,0.0008137886,0.00005494343,0.0001395392,0.1458402,0.7535217,0.09938148],"study_design_scores_gemma":[6.152639e-7,0.000001724114,0.00003363571,0.00003249178,3.109665e-7,0.00001566348,0.000117756,0.00001044562,0.0000257151,0.005553604,0.9942069,9.809506e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003083366,0.001950229,0.001644089,0.003614264,0.002429451,0.00003711442,0.0002140951,0.0001636332,0.9896387],"genre_scores_gemma":[0.001612123,0.0008702715,0.000501372,0.001092925,0.0003494481,0.00002579873,0.0001386087,0.0001147164,0.9952947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3052284,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478803250708715,"score_gpt":0.3066742569521047,"score_spread":0.2718862244450175,"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."}}