{"id":"W6888534890","doi":"10.2021/ju.v1i2.2466","title":"Road Shots:Highway 60, Nablus (Laser Cut Photograph 60x40)","year":2022,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Field (mathematics); Photography; Data collection","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":[0.0009253787,0.0001612566,0.0005198335,0.0003852525,0.0004034052,0.00001808955,0.0008145617,0.00004565182,0.0005827482],"category_scores_gemma":[0.00001905597,0.0001406241,0.0006260065,0.001623221,0.0001240558,0.000114621,0.0001457899,0.0004575376,0.00000758922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856572,"about_ca_system_score_gemma":0.00004865376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309499,"about_ca_topic_score_gemma":0.001059222,"domain_scores_codex":[0.9985213,0.0003123298,0.0003470159,0.0001263268,0.0004723063,0.0002207772],"domain_scores_gemma":[0.9988207,0.0002377159,0.0003327635,0.000361814,0.0001382871,0.0001087495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009836772,0.0003201987,0.001645986,0.00003992254,0.006498728,0.00008633659,0.001751185,0.9546888,0.02212504,0.0003664779,0.002441845,0.009051783],"study_design_scores_gemma":[0.01033505,0.001193102,0.2015512,0.00006634657,0.03090811,0.000257959,0.01656346,0.6366983,0.0004193732,0.008479524,0.09151634,0.002011248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797203,0.0001127131,0.01789147,0.0002347249,0.0005165732,0.000108627,0.00006120349,0.00003541249,0.001318968],"genre_scores_gemma":[0.998117,0.0001852236,0.0009300481,0.00001754904,0.0002136596,2.968432e-7,0.00001371257,0.00001416518,0.0005083827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3179905,"threshold_uncertainty_score":0.6380684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007015128495940181,"score_gpt":0.2038255361025901,"score_spread":0.1968104076066499,"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."}}