{"id":"W4406529040","doi":"10.1016/0967-0653(96)80181-y","title":"10.1016/0967-0653(96)80181-y","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bay; Coral; Coral reef; Reef; Oceanography; Geography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003089119,0.0001059254,0.0001629642,0.00004041917,0.0004986218,0.00005333008,0.0002230143,0.00006489145,0.9955407],"category_scores_gemma":[0.0000658424,0.0001000154,0.00006633849,0.0002391629,0.0001789949,0.00008924794,0.00002723583,0.00007753936,0.9976283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004154052,"about_ca_system_score_gemma":0.00005064961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001882269,"about_ca_topic_score_gemma":0.000005381933,"domain_scores_codex":[0.9989163,0.00009700767,0.0001294403,0.0002047562,0.0002822616,0.000370208],"domain_scores_gemma":[0.9995415,0.00004474758,0.00002159416,0.000167723,0.00004166348,0.0001828323],"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":[0.00003353834,0.00003683992,0.00000175041,0.000001817788,0.00002292743,0.000004538239,0.005313897,0.000002908714,0.000001251287,0.00007495184,0.3975245,0.5969811],"study_design_scores_gemma":[0.00009058404,0.00002996943,0.00003302479,0.000007955442,0.00001000533,5.203273e-7,0.0005863269,0.000003203045,0.000002186906,0.00006898202,0.9990283,0.0001389077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001298591,0.00009435383,0.000001134402,0.00152795,0.000003649073,0.0001497167,0.00001567382,0.0001605967,0.9979171],"genre_scores_gemma":[0.001947234,7.615244e-7,0.00006381017,0.00003168429,0.0003218298,0.00001500759,0.000002869854,0.00001110911,0.9976057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6015038,"threshold_uncertainty_score":0.4078511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091366236495709,"score_gpt":0.2120418339768103,"score_spread":0.2011281716118532,"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."}}