{"id":"W4382364006","doi":"10.1525/aft.2023.50.2.45","title":"State Eyes in LA Skies","year":2023,"lang":"en","type":"article","venue":"Afterimage","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001321265,0.00026793,0.000167939,0.001376451,0.005597375,0.01029106,0.0005520352,0.001390098,0.01639304],"category_scores_gemma":[0.002940332,0.0002890255,0.000420655,0.0008942406,0.005459091,0.004276094,0.007573466,0.001577583,0.001722927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00403965,"about_ca_system_score_gemma":0.002024815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04396503,"about_ca_topic_score_gemma":0.1220698,"domain_scores_codex":[0.9988126,0.0005186608,0.00002791162,0.0002017579,0.0002076576,0.0002315351],"domain_scores_gemma":[0.9991344,0.0003405517,0.0001283724,0.00008131181,0.0001985417,0.0001168131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004567849,0.0001992765,0.04020271,0.0006646196,0.00007635169,0.00163454,0.5289183,0.0005732891,0.002918655,0.1636142,0.1091227,0.1516186],"study_design_scores_gemma":[0.0000228374,0.000124855,0.01827628,0.0007399568,0.00004464043,0.0007486484,0.262507,0.0004072649,0.001066977,0.01213825,0.7038589,0.00006440972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5284457,0.004626035,0.004347165,0.02039989,0.001656896,0.0000642106,0.001019864,0.000656982,0.4387833],"genre_scores_gemma":[0.94872,0.0007978648,0.001541187,0.001625197,0.0001386736,0.00004334245,0.000307113,0.0001224236,0.0467042],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04396503,"threshold_uncertainty_score":0.08741826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397931339239428,"score_gpt":0.2261805426382069,"score_spread":0.2122012292458127,"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."}}