{"id":"W3182832976","doi":"10.1080/21565503.2021.1950015","title":"Sources of evidence and openness in field-intensive research on violent conflict","year":2021,"lang":"en","type":"article","venue":"Politics Groups and Identities","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Openness to experience; Field (mathematics); Political science; Criminology; Social psychology; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.3723098,0.001071747,0.001866711,0.02018968,0.01294958,0.02231711,0.004828319,0.007073082,0.004064351],"category_scores_gemma":[0.6383302,0.002369207,0.001106246,0.00995153,0.07008944,0.0315799,0.02351216,0.00745071,0.0003843622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007037593,"about_ca_system_score_gemma":0.006390727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057495,"about_ca_topic_score_gemma":0.00304441,"domain_scores_codex":[0.6137153,0.3227442,0.01730237,0.01491711,0.02758159,0.003739377],"domain_scores_gemma":[0.08758826,0.8485562,0.02075197,0.02968053,0.01241449,0.001008609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000453759,0.000318312,0.046154,0.002592262,0.0005398654,0.001067589,0.6834736,0.0009073198,0.0009054946,0.1912796,0.002250414,0.07005784],"study_design_scores_gemma":[0.0003685059,0.0007999983,0.04078689,0.01819396,0.0003605025,0.001703858,0.4919471,0.002161161,0.004664565,0.3708238,0.06786511,0.000324487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6657,0.03258367,0.132979,0.06139471,0.001607715,0.001735344,0.0004127904,0.0001356452,0.1034512],"genre_scores_gemma":[0.9829661,0.001908309,0.01164879,0.001655342,0.0002601722,0.0008643384,0.00007822044,0.00005093766,0.0005678317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9951717,"threshold_uncertainty_score":0.7740538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2882165392958645,"score_gpt":0.4585812315968533,"score_spread":0.1703646923009888,"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."}}