{"id":"W2903602062","doi":"10.51847/3nlvdt7","title":"10.51847/3NlvDT7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Halophile; Bacteria; Saline; Chemistry; Microbiology; Biology; Paleontology","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":[0.0005822689,0.001751168,0.0008544641,0.001964818,0.001252492,0.003348552,0.001671119,0.002769335,0.9628629],"category_scores_gemma":[0.0007767329,0.0006273965,0.0007926373,0.001492142,0.000977085,0.001663661,0.003096317,0.00129507,0.970777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330983,"about_ca_system_score_gemma":0.0006846641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388175,"about_ca_topic_score_gemma":0.002188129,"domain_scores_codex":[0.9995182,0.00003976934,0.00003436807,0.0001571893,0.0001625654,0.0000880819],"domain_scores_gemma":[0.9993754,0.0000686757,0.0000398161,0.0001187274,0.0001231948,0.0002742842],"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":[0.0006335741,0.000618556,0.002736628,0.0004572732,0.00003656017,0.0008489315,0.0001424834,0.0008448223,0.03542223,0.005138797,0.1843084,0.7688118],"study_design_scores_gemma":[0.00008631146,0.0001041681,0.002211297,0.0001744494,0.00001029588,0.0008541283,0.0001162107,0.0006679636,0.003675707,0.001056207,0.9910204,0.00002277984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006421709,0.0007134879,0.004990798,0.001329835,0.001363583,0.0002110758,0.005233156,0.004208166,0.9755281],"genre_scores_gemma":[0.004924903,0.0001562327,0.001145198,0.0002409569,0.00007872367,0.00007118374,0.003200415,0.0003676212,0.9898148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03713709,"threshold_uncertainty_score":0.05297154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004788712492730721,"score_gpt":0.1696210733646428,"score_spread":0.1648323608719121,"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."}}