{"id":"W2379189900","doi":"","title":"The Overview of Canadian Photonics Industry","year":2006,"lang":"en","type":"article","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photonics; Computer science; Engineering physics; Optoelectronics; Materials science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001316261,0.0007805303,0.0002548314,0.005660335,0.006707029,0.005116649,0.000946126,0.001488168,0.01713629],"category_scores_gemma":[0.001248139,0.0003303152,0.0003783707,0.01018039,0.0009993408,0.001859222,0.00114406,0.001466159,0.002182554],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.049876,"about_ca_system_score_gemma":0.09800793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9450811,"about_ca_topic_score_gemma":0.9776722,"domain_scores_codex":[0.9974068,0.000127516,0.00004787965,0.0001451138,0.001546704,0.0007260122],"domain_scores_gemma":[0.9979085,0.00008426936,0.00006809344,0.00002848946,0.00147749,0.000433267],"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":[0.00007224263,0.00004400338,0.002442013,0.001020391,0.00001369873,0.0005438805,0.0006017252,0.0009799866,0.001174544,0.1315016,0.648109,0.2134969],"study_design_scores_gemma":[0.0000019672,0.000007839984,0.001940105,0.0001316467,0.000004553439,0.00008427652,0.0003587451,0.00009293822,0.0001464246,0.001227329,0.9959908,0.00001347772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.008704174,0.2212123,0.002988287,0.07240403,0.006146411,0.0001826628,0.002444647,0.0005251209,0.6853923],"genre_scores_gemma":[0.1427223,0.429699,0.008273708,0.02047743,0.002221817,0.0001407596,0.002457655,0.0002162691,0.393791],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.950124,"threshold_uncertainty_score":0.3618774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824838268280901,"score_gpt":0.2172581772172598,"score_spread":0.1990097945344508,"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."}}