{"id":"W6960974838","doi":"10.14288/84sb-8t57","title":"Practicing and Presenting Social Research","year":2022,"lang":"en","type":"book","venue":"Open Collections","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social research; Process (computing); Maturity (psychological); Research ethics; Research proposal; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005698056,0.001046448,0.0007058989,0.001686522,0.004741949,0.01042152,0.001134879,0.002934962,0.07180477],"category_scores_gemma":[0.01414817,0.0004800679,0.0004588679,0.002270676,0.005716486,0.008466125,0.005434526,0.004233477,0.04909829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002263927,"about_ca_system_score_gemma":0.004507141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039976,"about_ca_topic_score_gemma":0.003204737,"domain_scores_codex":[0.9949657,0.002915791,0.000174982,0.0002655482,0.00145508,0.000222824],"domain_scores_gemma":[0.9927087,0.004773053,0.0002684411,0.0007868477,0.0008186551,0.0006443671],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007647323,0.00004041612,0.0001037741,0.0002998444,0.000004752037,0.0001469112,0.01187866,0.0001738031,0.0005150854,0.2555488,0.610663,0.1206173],"study_design_scores_gemma":[0.000001347874,0.00000694283,0.00004909539,0.0001948262,6.37498e-7,0.00009960916,0.001670269,0.00006500771,0.00005772066,0.02904932,0.9688007,0.000004608698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0009470626,0.01250809,0.02421388,0.024032,0.01027633,0.00034575,0.000233462,0.000905348,0.9265382],"genre_scores_gemma":[0.02014818,0.02059048,0.03600543,0.01203001,0.007409571,0.001032622,0.000399943,0.001458121,0.9009256],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9943019,"threshold_uncertainty_score":0.2402108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078636673772248,"score_gpt":0.3214266913331119,"score_spread":0.2135630239558871,"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."}}