{"id":"W4406420457","doi":"10.1016/0967-0653(95)94404-e","title":"10.1016/0967-0653(95)94404-e","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Algae; Environmental science; Biology; Botany","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":[0.00114715,0.00252,0.001951713,0.002314975,0.003147209,0.003880569,0.003111668,0.005378983,0.9895588],"category_scores_gemma":[0.001553617,0.001051212,0.001408334,0.002216636,0.002263957,0.005110567,0.00326418,0.002438181,0.9912539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009854316,"about_ca_system_score_gemma":0.0008448682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003926422,"about_ca_topic_score_gemma":0.003310674,"domain_scores_codex":[0.9994374,0.00003537132,0.00004707905,0.0002189493,0.0001329947,0.0001282543],"domain_scores_gemma":[0.9979026,0.0005303539,0.0001044485,0.000233251,0.0004743541,0.0007549647],"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":[0.0005238129,0.0003029252,0.001028758,0.000726534,0.00004517369,0.0003184347,0.000152892,0.0004312588,0.003447158,0.005942269,0.3726606,0.6144202],"study_design_scores_gemma":[0.0000592532,0.0001535849,0.0009481917,0.0003157235,0.00001696237,0.0004155608,0.0001671343,0.0001676011,0.0004576597,0.0007240021,0.9965494,0.00002488934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006256162,0.0003803133,0.000668567,0.0004900778,0.0003737229,0.0001272365,0.000743806,0.000880087,0.9957105],"genre_scores_gemma":[0.0006829794,0.0002149624,0.0003606838,0.0002165835,0.00006414847,0.00005235051,0.0003490793,0.0001552201,0.9979041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01044118,"threshold_uncertainty_score":0.014893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040394027673129,"score_gpt":0.2151852183864361,"score_spread":0.2047812781097049,"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."}}