{"id":"W6910330074","doi":"10.4224/23000226","title":"In search of light","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008399469,0.00003263316,0.00006149845,0.0000274762,0.000004290408,0.000004350111,0.00006528055,0.00000921626,0.0004663778],"category_scores_gemma":[0.00000199422,0.00002991798,0.0000180384,0.00007818823,0.00001478805,0.0000442178,0.00004004772,0.00004970137,0.00007951225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009956917,"about_ca_system_score_gemma":0.00002882045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003314825,"about_ca_topic_score_gemma":7.33716e-7,"domain_scores_codex":[0.999671,0.00001126735,0.0000756712,0.00005326571,0.00009919347,0.0000896427],"domain_scores_gemma":[0.9998223,0.000006805682,0.00001293303,0.00009117024,0.00002807305,0.0000387266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003136637,0.0006661314,0.1934305,0.0000285913,0.00004264682,0.0000112044,0.004240275,0.00009570493,0.1033076,0.6652859,0.02404389,0.008816068],"study_design_scores_gemma":[0.001938378,0.0002350373,0.003532536,0.00004122824,0.00001201169,0.000001027933,0.002807417,0.001121986,0.5443221,0.405617,0.04005239,0.000318979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6786749,0.000006621893,0.0001006256,0.0004136881,0.00005733422,0.00003683624,0.000003182261,0.000002646424,0.3207041],"genre_scores_gemma":[0.9970666,1.245105e-7,0.0009416442,0.00001032016,0.0000723749,0.000002493029,0.000001844992,0.000004225139,0.001900417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4410144,"threshold_uncertainty_score":0.5106509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181455587084927,"score_gpt":0.2628584729730846,"score_spread":0.2447129142645919,"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."}}