{"id":"W3004189244","doi":"10.22148/001c.11824","title":"Send us your null results","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Replication (statistics); Null (SQL); Null hypothesis; Code (set theory); Statistical power; Econometrics; Computer science; Power (physics); Statistics; Data science; Mathematics; Data mining; Physics; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0124527,0.00157911,0.00130598,0.003106794,0.002792193,0.006494214,0.002184927,0.00568825,0.494793],"category_scores_gemma":[0.1631513,0.0007001371,0.002056077,0.002358733,0.001361811,0.003843524,0.003805675,0.004738799,0.2907565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099248,"about_ca_system_score_gemma":0.002797806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108266,"about_ca_topic_score_gemma":0.0007761065,"domain_scores_codex":[0.990662,0.004036823,0.0008075447,0.00106403,0.002591144,0.0008384965],"domain_scores_gemma":[0.9027178,0.05677973,0.004716702,0.01680539,0.01563236,0.00334813],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009435232,0.0001398435,0.004851913,0.0004404798,0.0001317727,0.0004988729,0.0003953096,0.0003152123,0.0002688283,0.01729997,0.9003764,0.07433788],"study_design_scores_gemma":[0.00119358,0.0006777369,0.007635761,0.001698898,0.0003458761,0.003061685,0.00304941,0.002873872,0.004169272,0.1228659,0.8521091,0.0003190486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03280813,0.002314286,0.07919811,0.2195947,0.1385275,0.002384973,0.1430743,0.03088822,0.3512098],"genre_scores_gemma":[0.2913654,0.003456441,0.06608754,0.0767033,0.01937174,0.008006327,0.07337493,0.01323198,0.4484023],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9978151,"threshold_uncertainty_score":0.7206165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7901292379649458,"score_gpt":0.6004316014343586,"score_spread":0.1896976365305872,"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."}}