{"id":"W4380236677","doi":"10.1515/9780228013600-002","title":"Acknowledgments","year":2022,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000206223,0.0003308462,0.0004304338,0.0001795194,0.002847193,0.00004973323,0.0007388832,0.0003335628,0.001200685],"category_scores_gemma":[0.00002979915,0.0004399655,0.0002847715,0.00001953051,0.0005083342,0.0001537813,0.0009527845,0.0005818014,0.00006959976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007054521,"about_ca_system_score_gemma":0.000126375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555253,"about_ca_topic_score_gemma":0.000009140168,"domain_scores_codex":[0.9979055,0.0001326701,0.0001837322,0.0005594412,0.0007104679,0.0005082148],"domain_scores_gemma":[0.9989482,0.00009415895,0.0002105401,0.0003250547,0.0002107009,0.0002113571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003736073,0.00001928143,0.000004528404,0.00003271056,0.000204315,0.0003553586,0.0006140863,7.421547e-7,3.449723e-7,0.6770523,0.3194624,0.002216608],"study_design_scores_gemma":[0.0003713843,0.00004503308,0.000006373327,0.00007059496,0.0001598136,6.210257e-7,0.0006008372,1.760894e-7,0.000008030857,0.0003988711,0.9978673,0.0004709919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003197467,0.000009436902,0.000002072808,0.0002352765,0.0007332281,0.0004568617,0.0005702776,0.0002497913,0.9977399],"genre_scores_gemma":[0.00052684,0.001206273,0.0000436128,0.0001493412,0.0002520391,0.000002590277,0.00003529149,0.00004219992,0.9977418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6784049,"threshold_uncertainty_score":0.9998052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192612977436371,"score_gpt":0.2377209102172506,"score_spread":0.2157947804428869,"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."}}