{"id":"W7042219402","doi":"","title":"Canada (English)","year":2022,"lang":"de","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.01398799,0.003106046,0.003185348,0.00128378,0.001212518,0.0006613794,0.01065892,0.001660234,0.998843],"category_scores_gemma":[0.01940802,0.00414861,0.001249291,0.001977548,0.0008623594,0.0004276082,0.01789915,0.006184672,0.9966694],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01472779,"about_ca_system_score_gemma":0.01567356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7675506,"about_ca_topic_score_gemma":0.7735223,"domain_scores_codex":[0.9687111,0.00630012,0.002975827,0.01369656,0.004858033,0.00345838],"domain_scores_gemma":[0.9657591,0.001808713,0.003037998,0.02656503,0.0008166842,0.002012448],"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":[0.0004601476,0.001218015,0.01521777,0.0006703863,0.003366117,0.001115921,0.002085235,0.003037199,0.0004201102,0.001341035,0.9667765,0.00429149],"study_design_scores_gemma":[0.002083028,0.000001926502,0.00330193,0.0003639238,0.001101456,0.00009393974,0.0008164819,0.0002556804,0.0005332805,0.0004700761,0.9874423,0.00353602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001506901,0.00003827039,0.00003856783,0.000341152,0.008299171,0.00512257,0.004292212,0.001057065,0.9793041],"genre_scores_gemma":[0.004786587,0.0004853124,0.0005465196,0.0009449641,0.002023241,0.001878915,0.001737204,0.004046745,0.9835505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02066568,"threshold_uncertainty_score":0.9996358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00949166036300879,"score_gpt":0.2243926923100631,"score_spread":0.2149010319470543,"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."}}