{"id":"W2942813633","doi":"10.29173/cjs29549","title":"Reciprocity in Book Reviewing among American, British and Canadian Academics","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université de Montréal","funders":"","keywords":"Reciprocity (cultural anthropology); Sociology; Political science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02254063,0.0002252475,0.0007538692,0.01105296,0.005952485,0.008623343,0.001456111,0.001260676,0.003773988],"category_scores_gemma":[0.2017638,0.0004735852,0.0002563513,0.01090587,0.003319249,0.002553005,0.003240465,0.001281638,0.0006749768],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01075262,"about_ca_system_score_gemma":0.01456144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2784054,"about_ca_topic_score_gemma":0.4580365,"domain_scores_codex":[0.9648031,0.01188243,0.002435859,0.002866974,0.01581161,0.002199979],"domain_scores_gemma":[0.7314215,0.1235277,0.06397033,0.008228431,0.05965475,0.01319723],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003083292,0.0001214422,0.5826622,0.0009611954,0.000211762,0.001028828,0.2907986,0.0002804925,0.001173999,0.005574539,0.02331783,0.09356076],"study_design_scores_gemma":[0.0000164614,0.0000658938,0.7982875,0.0006172712,0.00009720267,0.0009606578,0.1231543,0.0005384985,0.0004012065,0.0008678315,0.07480903,0.0001842529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931146,0.01049559,0.0006515002,0.004916973,0.0002687026,0.0001662789,0.000873217,0.00009139095,0.05139021],"genre_scores_gemma":[0.989284,0.002573218,0.0004210997,0.000550512,0.0001180016,0.000056176,0.0002483336,0.00004368804,0.006705048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9940475,"threshold_uncertainty_score":0.5535697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514836501745464,"score_gpt":0.2482449915945095,"score_spread":0.2230966265770549,"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."}}