{"id":"W6939848320","doi":"10.6084/m9.figshare.29603099","title":"My paper was proved wrong. After a sleepless night, here’s what I did next","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistician; Field (mathematics); Order (exchange); Ridiculous; Argument (complex analysis)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01451185,0.001347775,0.001344434,0.003161461,0.005780803,0.01217397,0.002150215,0.005929619,0.1003581],"category_scores_gemma":[0.1700568,0.0005893739,0.001998851,0.002484307,0.0054011,0.008649896,0.004118585,0.0138745,0.08300079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005040124,"about_ca_system_score_gemma":0.00818935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003776419,"about_ca_topic_score_gemma":0.004615936,"domain_scores_codex":[0.9884743,0.003110577,0.0009520742,0.001737054,0.005061168,0.0006648569],"domain_scores_gemma":[0.9172487,0.02353163,0.004057429,0.008752559,0.04032106,0.006088693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003308622,0.00001253912,0.0002481137,0.0001017073,0.00002991327,0.0001121229,0.0001898405,0.00004255804,0.0001074994,0.006993907,0.9760382,0.01609058],"study_design_scores_gemma":[0.00001344862,0.00002307771,0.0002414325,0.0004755608,0.00002020829,0.0003123699,0.0003506432,0.0001119592,0.0002478878,0.01166503,0.9865058,0.00003259458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007889469,0.004876127,0.009862722,0.5079142,0.4447131,0.000153853,0.002345911,0.001409464,0.0279357],"genre_scores_gemma":[0.03072974,0.01261082,0.02195809,0.409565,0.1722321,0.0007609016,0.004114005,0.007222116,0.3408072],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1003581,"threshold_uncertainty_score":0.3357314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660590643725958,"score_gpt":0.2104664051270449,"score_spread":0.1938604986897853,"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."}}