{"id":"W2078674591","doi":"10.1117/12.2207488","title":"Report on an optics outreach program in Montréal","year":2015,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Outreach; Optics; Engineering; Computer science; Sociology; Physics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001404383,0.001128298,0.0002233861,0.001329258,0.01499823,0.001869603,0.00215806,0.001692112,0.04743981],"category_scores_gemma":[0.001647837,0.000539016,0.0006253473,0.0008953882,0.00109131,0.0006351213,0.003190804,0.002217396,0.003717141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02061399,"about_ca_system_score_gemma":0.07904799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9028372,"about_ca_topic_score_gemma":0.9735241,"domain_scores_codex":[0.9977908,0.0002142154,0.00002000276,0.0001708179,0.0005001784,0.001304052],"domain_scores_gemma":[0.9958692,0.00009138155,0.00007446078,0.0000707924,0.0009237918,0.002970388],"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":[0.0007972379,0.007474462,0.1286248,0.0004090522,0.0001377617,0.008373679,0.01486551,0.001304853,0.02242017,0.00881719,0.5993409,0.2074344],"study_design_scores_gemma":[0.0002822763,0.002069696,0.3875602,0.0001171116,0.00006822783,0.0004417663,0.02752817,0.0006257354,0.003907588,0.0005987556,0.5766615,0.000138919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5831022,0.001312316,0.003214112,0.056671,0.002654172,0.01054026,0.01101578,0.00115031,0.3303398],"genre_scores_gemma":[0.4434581,0.0008536315,0.003509968,0.0103211,0.0003402843,0.001444166,0.00463888,0.0002054388,0.5352286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09716278,"threshold_uncertainty_score":0.1954699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852571931025566,"score_gpt":0.2954549746916077,"score_spread":0.266929255381352,"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."}}