{"id":"W4233878389","doi":"10.1364/etop.2007.esd2","title":"Report on an Optics Outreach Program in Montréal","year":2007,"lang":"en","type":"article","venue":"Education and Training in Optics and Photonics","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; Adaptive optics; Optics; Computer science; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009977632,0.00007635093,0.0001095015,0.00009586334,0.0001594632,0.00008443885,0.00003852094,0.00006809735,0.000004046542],"category_scores_gemma":[0.0001462654,0.00007528464,0.00001201172,0.0001515517,0.0001028945,0.00008909581,0.00001008493,0.0001238744,5.442753e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002765067,"about_ca_system_score_gemma":0.0002353711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037781,"about_ca_topic_score_gemma":0.01417197,"domain_scores_codex":[0.9992647,0.00002927269,0.0001960925,0.0001581334,0.000124353,0.0002274107],"domain_scores_gemma":[0.9996095,0.00009402834,0.00005141916,0.00008510577,0.00003521754,0.0001247225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003651857,0.0009239317,0.1206451,0.00001651159,0.000009720732,0.00003684684,0.4387476,0.00002607607,0.000004220645,0.07891856,0.00003644684,0.3605985],"study_design_scores_gemma":[0.0009232393,0.0006127502,0.4173714,0.0001415532,0.00001972394,0.00002973442,0.5279287,0.00116587,0.0000175276,0.00944846,0.04188655,0.0004545139],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926412,0.0003339858,0.000005625407,0.0005431157,0.0002287284,0.0001865128,8.960536e-7,0.00001833768,0.07227084],"genre_scores_gemma":[0.9953256,0.0005547011,0.003469868,0.0002155305,0.00007507652,0.00001251467,0.00000780137,0.000005824093,0.0003330293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.360144,"threshold_uncertainty_score":0.7908294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305128119160099,"score_gpt":0.3779317989545464,"score_spread":0.3348805177629454,"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."}}