{"id":"W4323789561","doi":"10.33137/ic.v30i.39472","title":"Scribo Ergo Sum","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Cuban History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008608425,0.001056437,0.0009403139,0.002597568,0.004556938,0.005454922,0.00105904,0.001445759,0.6746255],"category_scores_gemma":[0.003102383,0.0003983405,0.0005010374,0.001339681,0.0006725194,0.001533865,0.003149148,0.002111182,0.4534478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692797,"about_ca_system_score_gemma":0.00286377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543906,"about_ca_topic_score_gemma":0.04071483,"domain_scores_codex":[0.9993317,0.0000986371,0.00002430057,0.0001358952,0.0002800322,0.0001294028],"domain_scores_gemma":[0.9986171,0.0001122764,0.00006439511,0.0001467579,0.0007260275,0.000333475],"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":[0.00005934226,0.00002231302,0.0001605628,0.0001414651,0.000003783936,0.00007048385,0.0001467262,0.00003602147,0.0002505016,0.007096581,0.9386773,0.05333488],"study_design_scores_gemma":[0.000003375938,0.000002938993,0.0001916008,0.00005496449,0.000001516247,0.00001770977,0.00009822226,0.00001499612,0.00004349617,0.0004999234,0.9990693,0.000001968968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001130133,0.003868162,0.0006743554,0.009497818,0.01136939,0.000132847,0.00256203,0.0008471853,0.9699182],"genre_scores_gemma":[0.001909376,0.0005575681,0.0002016352,0.0007423306,0.0005744232,0.00003393223,0.0004759012,0.0003093558,0.9951954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6746255,"threshold_uncertainty_score":0.4641073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186510039286389,"score_gpt":0.258306165019845,"score_spread":0.2364410646269812,"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."}}