{"id":"W2112592083","doi":"10.1088/1367-2630/17/2/023069","title":"General phenomenology of ionization from aligned molecular ensembles","year":2015,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Physics; Observable; Phenomenology (philosophy); Ionization; Generality; Statistical physics; Limiting; Formalism (music); Classical mechanics; Theoretical physics; Quantum mechanics; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003425402,0.00006807898,0.0001519921,0.00002584249,0.00002168776,0.00001702074,0.0001176114,0.0000165764,0.0001214149],"category_scores_gemma":[0.000002369871,0.00006054436,0.00007798019,0.00009629784,0.00001767594,0.0001349392,0.00001976011,0.00005704523,0.00001780008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000169334,"about_ca_system_score_gemma":0.0001138557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002898216,"about_ca_topic_score_gemma":0.000001192552,"domain_scores_codex":[0.9994725,0.00002358433,0.0002537608,0.00006302578,0.0001133521,0.00007380175],"domain_scores_gemma":[0.9992125,0.00001985512,0.0003361206,0.0001203268,0.0002314635,0.00007970173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000759102,0.0009777611,0.009988648,0.000006655243,0.0006835296,0.000004367747,0.001968085,0.02379342,0.5916469,0.2495653,0.03598431,0.08530511],"study_design_scores_gemma":[0.001833412,0.0001913077,0.000616908,0.00003985286,0.0001782745,0.000004447643,0.0006916656,0.0009891789,0.5325221,0.4470222,0.01570775,0.0002028809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6562642,0.00003216641,0.3410319,0.0003423297,0.0001391208,0.00003430105,0.00001985502,0.000003041822,0.002133038],"genre_scores_gemma":[0.9922704,0.000001400741,0.006602132,0.00005971925,0.0008864287,0.000001198525,0.00002649051,0.000009479422,0.0001428081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3360061,"threshold_uncertainty_score":0.2468928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031803680726971,"score_gpt":0.2705519412750264,"score_spread":0.2502339044677566,"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."}}