{"id":"W2180549486","doi":"10.51847/fandj2f","title":"10.51847/FaNDJ2f","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Synechocystis; Cyanobacteria; Hydrogen production; Nitrate; Strain (injury); Mutant; Biochemistry; Anaerobic exercise; Chemistry; Hydrogen; Biology; Photosynthesis; Bacteria; Catalysis; Gene; Anatomy; Organic chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004396015,0.001398232,0.0004852106,0.001407314,0.001017165,0.001660626,0.001003942,0.002039982,0.6486652],"category_scores_gemma":[0.0004383112,0.0004378396,0.0004894459,0.0007683493,0.0005657158,0.0007498218,0.001284698,0.001279396,0.6403031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126647,"about_ca_system_score_gemma":0.0006092408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141655,"about_ca_topic_score_gemma":0.001865449,"domain_scores_codex":[0.9997622,0.00001228457,0.00001250266,0.00007437498,0.00009084655,0.00004778437],"domain_scores_gemma":[0.9997082,0.00002225831,0.00003025282,0.00004312927,0.00006250074,0.0001336519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001191435,0.0007315244,0.005093029,0.0006912969,0.00006361288,0.001479655,0.0001825708,0.000865631,0.1948564,0.01339221,0.2156274,0.5658252],"study_design_scores_gemma":[0.0001080246,0.00008083054,0.005214171,0.00006774505,0.00001329777,0.001248919,0.00006730202,0.0007564772,0.01704515,0.0009312907,0.9744449,0.00002192554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05963407,0.008002612,0.01472513,0.006648307,0.007249269,0.0003623874,0.02920026,0.009791475,0.8643865],"genre_scores_gemma":[0.06431659,0.0008700581,0.003390145,0.0006667068,0.0002897892,0.0001230272,0.0176079,0.000781271,0.9119545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3513348,"threshold_uncertainty_score":0.5011364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006997668149834544,"score_gpt":0.1833180680825851,"score_spread":0.1763203999327505,"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."}}