{"id":"W6940688245","doi":"10.11575/sppp.v2i0.42319.g30206","title":"Will It Be DÉJÀ VU All Over Again?","year":2017,"lang":"en","type":"article","venue":"University of Calgary","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boom; Bust; Government (linguistics); Parallels; Energy (signal processing); Crash; Government revenue; Déjà vu","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":[0.005086604,0.0005761558,0.0007592656,0.0006557713,0.009349798,0.013808,0.001205199,0.009174831,0.05802758],"category_scores_gemma":[0.02046001,0.0002821142,0.0007042681,0.0005730437,0.0112138,0.01317905,0.004543697,0.01758764,0.02455985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004776138,"about_ca_system_score_gemma":0.007765799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01735358,"about_ca_topic_score_gemma":0.03118799,"domain_scores_codex":[0.9953992,0.001444267,0.0001215886,0.0005212651,0.001139153,0.001374532],"domain_scores_gemma":[0.9928017,0.000922752,0.0004630296,0.0004683068,0.002128192,0.00321606],"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":[0.00005933706,0.00008742536,0.001791967,0.0001299651,0.0000214347,0.000384477,0.005016052,0.0000272713,0.0003588677,0.0539834,0.8825546,0.05558524],"study_design_scores_gemma":[0.000006140901,0.00002393868,0.0007804217,0.0002186286,0.000006334874,0.0002212593,0.01077381,0.00001862544,0.0001066558,0.01110234,0.9767194,0.00002252587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002880655,0.01065878,0.0006139562,0.8973728,0.03453686,0.00001538287,0.0001015745,0.0001297834,0.05369019],"genre_scores_gemma":[0.07527404,0.01580824,0.001133766,0.6322502,0.009452159,0.00004680626,0.0001816318,0.0003594836,0.2654935],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05802758,"threshold_uncertainty_score":0.1941216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858742749453188,"score_gpt":0.2065651067600796,"score_spread":0.1879776792655477,"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."}}