{"id":"W4367677726","doi":"10.1080/00107514.2023.2203674","title":"Discovering the nature of light: the science and the story <b>Discovering the nature of light: the science and the story</b> , by Norval Fortson, Seattle, USA, University of Washington, 2022, 220 pp., 68 USD (hardback), ISBN: 978-981-124-959-4. Scope: general interest. Level: general readership","year":2022,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering physics; Physics","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":[0.001750748,0.001347555,0.0008220878,0.001433022,0.003761538,0.0135843,0.001501629,0.007096005,0.05157039],"category_scores_gemma":[0.003572552,0.0006733836,0.0007281278,0.001977314,0.009378159,0.01772985,0.003960381,0.008603022,0.02815141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003147798,"about_ca_system_score_gemma":0.00293312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006051307,"about_ca_topic_score_gemma":0.009875215,"domain_scores_codex":[0.9987503,0.0004098329,0.00004506633,0.0001663934,0.0004763743,0.0001519616],"domain_scores_gemma":[0.9983236,0.0009404896,0.00008936786,0.00009278122,0.0002317502,0.0003220679],"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":[0.00002136079,0.00001150876,0.00005292562,0.0002445418,0.000005661034,0.00006239892,0.0009480615,0.00002302836,0.0002093508,0.0196105,0.9435626,0.03524803],"study_design_scores_gemma":[0.000002143812,0.000005028322,0.0001349398,0.0002225825,0.00000172007,0.0000956673,0.0012247,0.00001598738,0.00006861528,0.008439173,0.9897833,0.000006074083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007634466,0.5235806,0.001013029,0.2674564,0.05690562,0.0000203346,0.0002092162,0.0001605321,0.1498908],"genre_scores_gemma":[0.02217685,0.3704328,0.001688306,0.06088788,0.04395048,0.00009453198,0.000380669,0.0004990522,0.4998895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05157039,"threshold_uncertainty_score":0.1725201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450455018415847,"score_gpt":0.3239793416939949,"score_spread":0.1789338398524102,"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."}}