{"id":"W2768404512","doi":"10.5376/ijms.2017.07.0043","title":"Optimization of Cultivated Seaweed Land &lt;i&gt;Gracilaria sp&lt;/i&gt; Using &lt;i&gt;Vertikultur&lt;/i&gt; System","year":2017,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algae; Botany; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001217307,0.0003683803,0.0003971321,0.0002435194,0.0001647106,0.0006180003,0.0002321895,0.0002052878,0.0009127699],"category_scores_gemma":[0.000104125,0.0001293463,0.0004153902,0.0003032578,0.00009261646,0.0002320939,0.000264996,0.0002510956,0.0003264062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003685607,"about_ca_system_score_gemma":0.0003149997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168445,"about_ca_topic_score_gemma":0.005511856,"domain_scores_codex":[0.9998943,0.00001184379,0.00001001288,0.00003237796,0.00003037138,0.00002115616],"domain_scores_gemma":[0.9999651,0.000004987789,0.00001024402,0.000003450923,0.000008313676,0.000007865985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009843469,0.00009974842,0.001455574,0.0001243938,0.00001034921,0.00005193886,0.00002074819,0.004163895,0.982241,0.00005129108,0.00008793404,0.0115948],"study_design_scores_gemma":[0.00002619497,0.001225534,0.02173059,0.00002060342,0.00006968306,0.00007577411,0.0001946137,0.0256746,0.9451995,0.00008247203,0.005670547,0.000030042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884328,0.0003974849,0.007910415,0.00004817236,0.00001601226,0.00005613987,0.0003083973,0.0001713002,0.002659342],"genre_scores_gemma":[0.9724854,0.0004855109,0.02310202,0.00004081075,0.000003642316,0.00008566304,0.000643628,0.00006426006,0.003089131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003168445,"threshold_uncertainty_score":0.006299973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260636650568238,"score_gpt":0.2463462329226536,"score_spread":0.2337398664169712,"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."}}