{"id":"W4255913300","doi":"10.31234/osf.io/dv94b","title":"Falsifiability Is Not Optional","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Research Topics","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Falsifiability; Conceptualization; Generalizability theory; Replication (statistics); Test (biology); Psychology; Computer science; Management science; Field (mathematics); Worry; Empirical research; Positive economics; Econometrics; Epistemology; Economics; Statistics; Artificial intelligence; Mathematics","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":["metaresearch"],"category_scores_codex":[0.3387886,0.002465242,0.004636797,0.006548854,0.007176679,0.01298637,0.009178165,0.01586174,0.03366379],"category_scores_gemma":[0.6598189,0.002242468,0.004450845,0.005335231,0.05490686,0.04716984,0.01515611,0.01886602,0.01004845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00821073,"about_ca_system_score_gemma":0.01452453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003130284,"about_ca_topic_score_gemma":0.002366172,"domain_scores_codex":[0.6053025,0.2215711,0.0350824,0.06114516,0.07085327,0.006045593],"domain_scores_gemma":[0.2509589,0.4511888,0.03164509,0.2045362,0.05796688,0.003704166],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005047273,0.000150526,0.00431835,0.001705086,0.0003809413,0.0004746691,0.005273231,0.0007844898,0.0006646034,0.8753307,0.04217937,0.0682332],"study_design_scores_gemma":[0.0002254793,0.00007947078,0.000662767,0.001487317,0.0001082491,0.0003854633,0.0007474358,0.002026089,0.001339083,0.9184462,0.07438617,0.0001062613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02868739,0.008858823,0.4481612,0.2602969,0.02015337,0.0043963,0.003328168,0.002916196,0.2232017],"genre_scores_gemma":[0.660813,0.002838757,0.2442337,0.05629027,0.006922415,0.005890368,0.001579304,0.001426042,0.02000608],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6612114,"threshold_uncertainty_score":0.8153914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3862574687974943,"score_gpt":0.5745929484699848,"score_spread":0.1883354796724905,"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."}}