{"id":"W4379621244","doi":"10.1353/mos.2020.0039","title":"The Icon Machine: Expenditure and Third Meaning in Camera Lucida","year":2020,"lang":"en","type":"article","venue":"Mosaic","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Referent; Meaning (existential); Aesthetics; Art; Communication; Psychology; Computer science; Philosophy; Epistemology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003531482,0.00006951686,0.00008598246,0.000007243815,0.0005299927,0.0001143024,0.000181228,0.00006981225,0.00005089805],"category_scores_gemma":[0.000111027,0.00005127163,0.00003495738,0.0001530217,0.0001491263,0.0001082184,0.00004739642,0.000187204,0.00003362376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002517259,"about_ca_system_score_gemma":0.00004652862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001784779,"about_ca_topic_score_gemma":0.002714566,"domain_scores_codex":[0.9992179,0.000127896,0.00009649736,0.0001493584,0.0001858834,0.0002224842],"domain_scores_gemma":[0.9996784,0.0001056708,0.00003215142,0.00008018792,0.0000108244,0.00009274051],"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":[0.00003401609,0.00002279989,0.04782135,0.00002746922,0.0000297666,0.00003945305,0.7300211,0.000008487898,0.0005679248,0.05402615,0.1432083,0.02419318],"study_design_scores_gemma":[0.0005242552,0.00005036053,0.005451691,0.00002209486,0.00001273683,0.000001401406,0.07346524,0.0004780286,0.0001900135,0.002403359,0.9171171,0.000283737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7931384,0.0070746,0.00005399225,0.08190738,0.0009641468,0.0006362126,0.00004898253,0.0002092563,0.115967],"genre_scores_gemma":[0.996198,0.0002680787,0.00005377629,0.00235537,0.0002185487,0.00000574564,0.000005423286,0.00000665783,0.0008884004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7739088,"threshold_uncertainty_score":0.4076329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471021804717388,"score_gpt":0.2597509665219653,"score_spread":0.2450407484747914,"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."}}