{"id":"W4210387407","doi":"10.33137/cq.v6i2.36927","title":"Invisible Ink","year":2022,"lang":"en","type":"article","venue":"Caribbean Quilt","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Poetry; Immigration; Poverty; Livelihood; Passion; Sociology; History; Gender studies; Political science; Psychology; Social psychology; Art; Law; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000341512,0.0000338666,0.00006268524,0.0002239864,0.002267051,0.0001454947,0.0002722007,0.00002435719,0.006844122],"category_scores_gemma":[0.00006632675,0.00005415101,0.0000512375,0.0003455939,0.0002534834,0.00009042918,0.00008410224,0.0001504718,0.000183761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059076,"about_ca_system_score_gemma":0.0007641889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4255963,"about_ca_topic_score_gemma":0.6739783,"domain_scores_codex":[0.9992127,0.0001111421,0.00007282556,0.0001202989,0.0002816619,0.0002013637],"domain_scores_gemma":[0.9996558,0.00002173848,0.00002836931,0.0001473341,0.0000223023,0.0001243927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000367346,0.00002146082,0.0006686943,0.000003640053,0.000007677078,0.00003024015,0.02381703,0.00001949612,0.00004931931,0.1583709,0.8108783,0.006129565],"study_design_scores_gemma":[0.00006573882,0.00001333608,0.000419503,7.299813e-7,0.00000468179,8.739614e-7,0.005829367,0.000002463715,0.000001947592,0.001687719,0.9919007,0.0000729693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08235196,0.0009072722,0.00001306851,0.006637778,0.002052214,0.0001694287,0.00007642127,0.0001382613,0.9076536],"genre_scores_gemma":[0.90773,0.00004386429,0.00003611521,0.001827258,0.0004007105,0.00002964806,0.00001376341,0.00001214677,0.08990645],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8253781,"threshold_uncertainty_score":0.9990318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360673190728757,"score_gpt":0.2373825609510091,"score_spread":0.2237758290437216,"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."}}