{"id":"W4406081868","doi":"10.1177/036063251804800716","title":"To Infinity and Beyond","year":2018,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infinity; Mathematics; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002120721,0.0001155828,0.00009613368,0.00007242127,0.0001351173,0.00003574104,0.0001000716,0.00006642927,0.000008243196],"category_scores_gemma":[0.00002824344,0.0001151989,0.00001344358,0.0001524805,0.00003309867,0.00005578665,0.00002718992,0.00008736626,0.0002077005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000220338,"about_ca_system_score_gemma":0.000006948395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008227956,"about_ca_topic_score_gemma":0.000006128189,"domain_scores_codex":[0.9993728,0.00002512416,0.0001368666,0.0001915843,0.00009547227,0.0001781426],"domain_scores_gemma":[0.9995334,0.00008774165,0.00002166472,0.0002228227,0.00003712044,0.00009721641],"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":[0.00009522247,0.00006339378,0.00228185,0.0001758187,0.00005240244,0.000002043039,0.009705978,0.01037113,0.5708155,0.009252157,0.02032451,0.37686],"study_design_scores_gemma":[0.0007810625,0.0004832422,0.01342484,0.00005425703,0.00007290178,0.00003241836,0.0001137784,0.3336971,0.4784906,0.07697532,0.09450778,0.001366673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05144577,0.00007461638,0.9340453,0.00008427417,0.00005577498,0.0003349814,0.00000155678,0.0003848511,0.01357288],"genre_scores_gemma":[0.9489318,0.000006355698,0.05031677,0.0002478704,0.000311651,0.00008525377,0.000003352628,0.0000262752,0.00007063438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8974861,"threshold_uncertainty_score":0.4697673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698543408365365,"score_gpt":0.232384487071568,"score_spread":0.2153990529879143,"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."}}